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6-K 1 form6k-2024annualreport.htm 6-K Document

SECURITIES AND EXCHANGE COMMISSION
Washington, D.C. 20549

FORM 6-K

Report of Foreign Private Issuer
Pursuant to Rule 13a-16 or 15d-16 of
the Securities Exchange Act of 1934


For the month of
May
2024

Commission File Number
001-37400

 Shopify Inc.
(Translation of registrant’s name into English)

151 O’Connor Street, Ground Floor
Ottawa, Ontario, Canada K2P 2L8
(Address of principal executive offices)
    
Indicate by check mark whether the registrant files or will file annual reports under cover of Form 20-F or Form 40-F:


Form 20-F

Form 40-F
X

    Indicate by check mark if the registrant is submitting the Form 6-K in paper as permitted by Regulation S-T Rule 101(b)(1):          

    Indicate by check mark if the registrant is submitting the Form 6-K in paper as permitted by Regulation S-T Rule 101(b)(7):           













DOCUMENTS INCLUDED AS PART OF THIS REPORT

Exhibit


99.1    Shopify Inc. – 2023 Year In Review





SIGNATURES


    Pursuant to the requirements of the Securities Exchange Act of 1934, the registrant has duly caused this report to be signed on its behalf by the undersigned, thereunto duly authorized.


Shopify Inc.
(Registrant)
Date: May 1, 2024 By: /s/ Michael L. Johnson
Name: Michael L. Johnson
Title: Corporate Secretary

EX-99.1 2 yearinreview.htm EX-99.1 yearinreview
Make Commerce 2023 YEAR IN REVIEW Better for Everyone Exhibit 99.1


 
Key Product Achievements 1 At a glance figures are as of December 31, 2023 2 Gross Merchandise Volume, or GMV, represents the total dollar value of orders processed on the Shopify platform and on certain apps and channels for which a revenue-sharing arrangement is in place in the period, net of refunds, and inclusive of shipping and handling, duty and value-added taxes 3 Monthly Recurring Revenue, or MRR, is calculated by multiplying the number of merchants by the average monthly subscription plan fee in effect on the last day of that period and is used by management as a directional indicator of subscription solutions revenue going forward assuming merchants maintain their subscription plan the following month 4 Free Cash Flow is calculated as Net cash provided (used in) operating activities less capital expenditures. Free Cash Flow is a Non-GAAP measure. Please refer to the section “Non-GAAP and Other Financial Measures” set out in the press release announcing Shopify’s financial results for the year-ended December 31, 2023 13,000+ Apps in App Store $7.1B GMV ( 20% from 2022)Revenue ( 26% from 2022) MRR ( 35% from 2022) Employees 8,300+$236B $149M 2023 AT A GLANCE 2023 YEAR IN REVIEW Launched Commerce Components by Shopify Launched an AI shopping assistant on Shop App Expanded POS Go to 3 countries Launched Shopify Bill Pay Launched Shop Cash in the United States Launched Shopify Marketplace Connect Introduced Shopify Magic + Sidekick Integrated Shop Pay Installments into Shopify POS Launched Shopify Credit Expanded Shopify Markets Pro to general availability in the United States Launched POS Terminal Launched the Retail Plan Millions of merchants in 175+ countries 13% Free Cash Flow Margin % of Revenue: 71% % of Merchants: 54% NORTH AMERICA % of Revenue: 10% % of Merchants: 14% ASIA-PACIFIC % of Revenue: 18% % of Merchants: 27% EUROPE / MIDDLE EAST / AFRICA % of Revenue: 1% % of Merchants: 5% LATIN AMERICA


 
2023 YEAR IN REVIEW From entrepreneur to enterprise, we helped businesses of all sizes thrive at any stage of their commerce journey, gaining industry recognition, and bringing more of consumers’ favorite brands onto the platform. Every feature we launch and every developer tool we create is aimed at making the hard things easy and everything else possible. • Launched Shopify Bill Pay, a tool that enables merchants to manage and pay vendors directly in the Shopify admin • Launched Shopify Credit, a pay-in-full business credit card exclusively for Shopify merchants • Introduced Shopify Magic, a suite of AI-enabled features integrated across the Shopify platform • Optimized Shopify Checkout for speed and conversion • Redesigned Shopify Checkout to a streamlined one-page checkout experience • Expanded Shopify Checkout’s extensibility with new APIs and updates * Data from a study completed in partnership with Big Three global management consulting company in April 2023 RUN AND MANAGE A BUSINESS THRIVE AT ANY STAGE • Launched the Retail Plan, a plan for primarily brick-and-mortar businesses that want a simple online presence • Launched Commerce Components by Shopify, a modern composable stack for enterprise retail • Named as a leader in the 2024 IDC MarketScape for B2C digital commerce applications for midmarket growth • Named as a leader in enterprise in the 2023 Gartner® Magic Quadrant™ for Digital Commerce and placed highest in the ability to execute • Some of the brands that joined in 2023 36% 15% 5% 50% Shopify’s overall conversion rate surpasses the competition by up to 36%* Shopify Checkout converts on average 15% higher than others* The mere presence of Shop Pay on checkout drives 5% higher conversion* When Shop Pay is used, conversion is lifted by as much as 50%*


 
We have built a unified commerce platform that helps merchants sell online, offline and everywhere in-between. SELL WHEREVER BUYERS ARE Expanded availability of POS Go to Canada, the U.K., and Ireland Released POS Terminal, a new enterprise-grade countertop payment device Expanded our end- to-end cross-border commerce solution, Shopify Markets Pro, to general availability in the United States Integrated Shop Pay Installments into Shopify POS to offer in-store shoppers more payment flexibility Sold majority of Logistics business Finalized commercial agreement with Flexport, to extend the partnership between Shopify and Flexport for simplifying logistics Simplified business- to-business commerce with our new low-cost, low-risk B2B solution, Shopify Collective Centralized a hub for marketplace selling with the launch of Shopify Marketplace Connect Announced an app integration with Amazon that offers U.S. merchants the option to add the Buy with Prime app into Shopify Checkout with transactions processed through Shopify Payments 2023 YEAR IN REVIEW Discover and engage with customers • Launched Shop Cash, a rewards program that allows shoppers to earn Shop Cash on eligible Shop Pay purchases, to the U.S. • Expanded the Shop app to the web to help our merchants discover new buyers, regardless of the device they use • Integrated Shopify Audiences with Snap, Criteo, TikTok, and Pinterest to help merchants target customers more efficiently and cost-effectively 675M+ unique online shoppers in 2023 Huron - Men’s Care


 
EX-99.2 3 exhibit12financialstatemen.htm EX-99.2 Document

EXHIBIT 1.2




shopify_logoxblack1.jpg

Consolidated
Financial Statements
December 31, 2023




Management's Annual Report on Internal Control Over Financial Reporting

Management of the Company, under the supervision of the Chief Executive Officer and the Chief Financial Officer, is responsible for establishing and maintaining adequate internal control over the Company's financial reporting. Internal control over financial reporting is designed to provide reasonable assurance regarding the reliability of financial reporting and the preparation of financial statements in accordance with United States generally accepted accounting principles.

We, including the Chief Executive Officer and Chief Financial Officer, have assessed the effectiveness of the Company's internal control over financial reporting in accordance with Internal Control - Integrated Framework (2013) issued by the Committee of Sponsoring Organizations of the Treadway Commission. Based on this assessment, we, including the Chief Executive Officer and Chief Financial Officer, have determined that the Company's internal control over financial reporting was effective as of December 31, 2023. Additionally, based on our assessment, we determined that there were no material weaknesses in the Company's internal control over financial reporting as of December 31, 2023.

The effectiveness of the Company's internal control over financial reporting as of December 31, 2023 has been audited by PricewaterhouseCoopers LLP, an independent registered public accounting firm, as stated in their report included herein.


February 13, 2024
/s/ Tobias Lütke
Tobias Lütke
Chief Executive Officer
        
/s/ Jeff Hoffmeister
Jeff Hoffmeister
Chief Financial Officer
2


Report of Independent Registered Public Accounting Firm

To the Board of Directors and Shareholders of Shopify Inc.

Opinions on the Financial Statements and Internal Control over Financial Reporting

We have audited the accompanying consolidated balance sheets of Shopify Inc. and its subsidiaries (together, the Company) as of December 31, 2023 and 2022, and the related consolidated statements of operations and comprehensive income (loss), of changes in shareholders’ equity and of cash flows for the years then ended, including the related notes (collectively referred to as the consolidated financial statements). We also have audited the Company’s internal control over financial reporting as of December 31, 2023, based on criteria established in Internal Control – Integrated Framework (2013) issued by the Committee of Sponsoring Organizations of the Treadway Commission (COSO).

In our opinion, the consolidated financial statements referred to above present fairly, in all material respects, the financial position of the Company as of December 31, 2023 and 2022, and the results of its operations and its cash flows for the years then ended in conformity with accounting principles generally accepted in the United States of America. Also in our opinion, the Company maintained, in all material respects, effective internal control over financial reporting as of December 31, 2023, based on criteria established in Internal Control – Integrated Framework (2013) issued by the COSO.

Basis for Opinions

The Company’s management is responsible for these consolidated financial statements, for maintaining effective internal control over financial reporting, and for its assessment of the effectiveness of internal control over financial reporting included in the accompanying Management’s Annual Report on Internal Control Over Financial Reporting. Our responsibility is to express opinions on the Company’s consolidated financial statements and on the Company’s internal control over financial reporting based on our audits. We are a public accounting firm registered with the Public Company Accounting Oversight Board (United States) (PCAOB) and are required to be independent with respect to the Company in accordance with the U.S. federal securities laws and the applicable rules and regulations of the Securities and Exchange Commission and the PCAOB.

We conducted our audits in accordance with the standards of the PCAOB. Those standards require that we plan and perform the audits to obtain reasonable assurance about whether the consolidated financial statements are free of material misstatement, whether due to error or fraud, and whether effective internal control over financial reporting was maintained in all material respects.

Our audits of the consolidated financial statements included performing procedures to assess the risks of material misstatement of the consolidated financial statements, whether due to error or fraud, and performing procedures that respond to those risks. Such procedures included examining, on a test basis, evidence regarding the amounts and disclosures in the consolidated financial statements. Our audits also included evaluating the accounting principles used and significant estimates made by management, as well as evaluating the overall presentation of the consolidated financial statements. Our audit of internal control over financial reporting included obtaining an understanding of internal control over financial reporting, assessing the risk that a material weakness exists, and testing and evaluating the design and operating effectiveness of internal control based on the assessed risk. Our audits also included performing such other procedures as we considered necessary in the circumstances. We believe that our audits provide a reasonable basis for our opinions.

Definition and Limitations of Internal Control over Financial Reporting

A company’s internal control over financial reporting is a process designed to provide reasonable assurance regarding the reliability of financial reporting and the preparation of financial statements for external purposes in accordance with generally accepted accounting principles. A company’s internal control over financial reporting includes those policies and procedures that (i) pertain to the maintenance of records that, in reasonable detail, accurately and fairly reflect the transactions and dispositions of the assets of the company; (ii) provide reasonable assurance that transactions are recorded as necessary to permit preparation of financial statements in accordance with generally accepted accounting principles, and that receipts and expenditures of the company are being made only in accordance with authorizations of management and directors of the company; and (iii) provide reasonable assurance regarding prevention or timely detection of unauthorized acquisition, use, or disposition of the company’s assets that could have a material effect on the financial statements.
3


Because of its inherent limitations, internal control over financial reporting may not prevent or detect misstatements. Also, projections of any evaluation of effectiveness to future periods are subject to the risk that controls may become inadequate because of changes in conditions, or that the degree of compliance with the policies or procedures may deteriorate.

Critical Audit Matters
The critical audit matter communicated below is a matter arising from the current period audit of the consolidated financial statements that was communicated or required to be communicated to the audit committee and that (i) relates to accounts or disclosures that are material to the consolidated financial statements and (ii) involved our especially challenging, subjective, or complex judgments. The communication of critical audit matters does not alter in any way our opinion on the consolidated financial statements, taken as a whole, and we are not, by communicating the critical audit matter below, providing a separate opinion on the critical audit matter or on the accounts or disclosures to which it relates.

Revenue Recognition - Principal versus Agent Considerations

As described in Note 3 to the consolidated financial statements, management follows the guidance provided in ASC 606, Revenue from Contracts with Customers, for determining whether the Company is the principal or an agent in arrangements with customers that involve another party that contributes to providing a specified service to a customer. In these instances, management determines whether the Company has promised to provide the service itself (as principal) or to arrange for the specified service to be provided by another party (as an agent). As disclosed by management, this determination is a matter of significant judgment that depends on the facts and circumstances of each arrangement. The Company recognizes revenue from the sale of shipping labels, the sale of apps, the sale of themes, card services and installments services on a net basis as the Company is not primarily responsible for the fulfillment of the promised service, does not have control of the promised service, and does not have full discretion in establishing prices for the promised service and therefore is the agent in the arrangement with customers. All other revenue is reported on a gross basis, as management has determined it is the principal in the respective arrangements. Revenue reported on a gross basis makes up a significant portion of total revenues of $7,060 million.

The principal considerations for our determination that performing procedures relating to Revenue Recognition – Principal versus Agent Considerations is a critical audit matter are (i) that there was significant judgment applied by management, in some instances, in assessing whether the Company (a) was primarily responsible for the fulfillment of the promised service, (b) had control of the promised service, and (c) had full discretion in establishing prices for the promised service; and (ii) a high degree of auditor judgment, subjectivity and effort in performing audit procedures and evaluating the results of those procedures.

Addressing the matter involved performing procedures and evaluating audit evidence in connection with forming our overall opinion on the consolidated financial statements. These procedures included testing the effectiveness of controls relating to management’s determination as to whether the Company had promised to provide the service as principal or as an agent. These procedures also included, among others, testing the reasonableness of management’s determination as to whether the Company had promised to provide the service as principal or as an agent, which included assessing whether the Company was primarily responsible for the fulfillment of the promised service, had control of the promised service and had full discretion in establishing pricing by considering the contractual terms with customers, on a sample basis, and agreements with service providers, where applicable, and considering whether these conclusions were consistent with evidence obtained in other areas of the audit.

/s/ PricewaterhouseCoopers LLP

Chartered Professional Accountants, Licensed Public Accountants
Ottawa, Canada
February 13, 2024

We have served as the Company’s auditor since 2011.
4


Shopify Inc.
Consolidated Balance Sheets
(Expressed in US millions, except share amounts)
As of 
December 31, 2023 December 31, 2022
$ $
Assets
Current assets
Cash and cash equivalents 1,413 1,649
Marketable securities 3,595 3,404
Trade and other receivables, net 282 273
Loans and merchant cash advances, net 816 580
Other current assets 169 144
6,275 6,050
Long-term assets
Property and equipment, net 49 131
Operating lease right-of-use assets, net 98 355
Intangible assets, net 29 390
Deferred tax assets 44 41
Equity and other investments ($2,977 and $869, carried at fair value)
3,597 1,954
Equity method investment 780
Goodwill 427 1,836
5,024 4,707
Total assets 11,299 10,757
Liabilities and shareholders’ equity
Current liabilities
Accounts payable and accrued liabilities 579 542
Deferred revenue 302 296
Operating lease liabilities 17 18
898 856
Long-term liabilities
Deferred revenue 196 268
Operating lease liabilities 217 465
Convertible senior notes 916 913
Deferred tax liabilities 6 16
1,335 1,662
Contingencies (Note 18)
Shareholders’ equity
Common stock, unlimited Class A subordinate voting shares authorized, 1,207,318,947 and 1,195,697,614, issued and outstanding; unlimited Class B restricted voting shares authorized, 79,251,346 and 79,430,952 issued and outstanding; 1 Founder share authorized, 1 and 1 issued and outstanding
9,201 8,747
Additional paid-in capital 251 30
Accumulated other comprehensive income (loss) 4 (16)
Accumulated deficit (390) (522)
Total shareholders’ equity 9,066 8,239
Total liabilities and shareholders’ equity 11,299 10,757

The accompanying notes are an integral part of these consolidated financial statements.


On Behalf of the Board:
"/s/ Tobias Lütke"
"/s/ Colleen Johnston"
Tobias Lütke
Colleen Johnston
Chair, Board of Directors    
Chair, Audit Committee
5



Shopify Inc.
Consolidated Statements of Operations and Comprehensive Income (Loss)
(Expressed in US millions, except share and per share amounts)
Years ended
December 31, 2023 December 31, 2022
$ $
Revenues
Subscription solutions 1,837  1,488 
Merchant solutions 5,223  4,112 
7,060  5,600 
Cost of revenues
Subscription solutions 354  331 
Merchant solutions 3,191  2,515 
3,545  2,846 
Gross profit 3,515  2,754 
Operating expenses
Sales and marketing 1,220  1,230 
Research and development 1,730  1,503 
General and administrative 491  708 
Transaction and loan losses 152  135 
Impairment on sales of Shopify's logistics businesses 1,340  — 
Total operating expenses 4,933  3,576 
Loss from operations (1,418) (822)
Other income (expense), net
Interest income 241  75 
Net realized (loss) gain on equity and other investments (5) 124 
Net unrealized gain (loss) on equity and other investments 1,424  (2,998)
Net loss on equity method investment (58) — 
Foreign exchange gain (loss) (2)
Total other income (expense), net 1,603  (2,801)
Income (loss) before income taxes 185  (3,623)
(Provision for) recovery of income taxes (53) 163 
Net income (loss) 132  (3,460)
Net income (loss) per share attributable to shareholders:
Basic $ 0.10  $ (2.73)
Diluted $ 0.10  $ (2.73)
Weighted average shares used to compute net income (loss) per share attributable to shareholders:
Basic 1,281,554,559 1,266,268,155
Diluted 1,295,511,385 1,266,268,155
Other comprehensive income (loss)
Unrealized gain (loss) on cash flow hedges 20  (10)
Tax effect on unrealized gain (loss) on cash flow hedges —  — 
Total other comprehensive income (loss) 20  (10)
Comprehensive income (loss) 152  (3,470)

The accompanying notes are an integral part of these consolidated financial statements.
6



Shopify Inc.
Consolidated Statements of Changes in Shareholders’ Equity
Expressed in US millions, except share amounts

Common Stock   Additional
Paid-In Capital
$
Accumulated Other Comprehensive Income (Loss)
$
(Accumulated Deficit) Retained Earnings
$
Total
$
Shares(1)
Amount
$
As of December 31, 2021 1,258,971,590  8,040  161  (6) 2,938  11,133 
Exercise of stock options 3,126,869  34  (17) —  —  17 
Stock-based compensation —  —  549  —  —  549 
Vesting of restricted share units 7,380,507  471  (471) —  —  — 
Issuance of the Founder share —  —  —  —  — 
Issuance of shares related to business acquisitions 5,649,600  202  (192) —  —  10 
Net loss and comprehensive loss for the year —  —  —  (10) (3,460) (3,470)
As of December 31, 2022 1,275,128,567  8,747  30  (16) (522) 8,239 
Exercise of stock options 3,915,216  109  (49) —  —  60 
Stock-based compensation —  —  615  —  —  615 
Vesting of restricted share units 7,288,043  335  (335) —  —  — 
Issuance of shares related to business acquisitions 238,468  10  (10) —  —  — 
Net income and comprehensive income for the year —  —  —  20  132  152 
As of December 31, 2023 1,286,570,294  9,201  251  (390) 9,066 
(1) Share amounts as of December 31, 2021 have been retrospectively adjusted to reflect the share split ("Share Split") effected in June 2022. See Note 20 for details.

The accompanying notes are an integral part of these consolidated financial statements.












7



Shopify Inc.
Consolidated Statements of Cash Flows
(Expressed in US millions)

Years ended
December 31, 2023 December 31, 2022
$ $
Cash flows from operating activities
Net income (loss) for the year 132 (3,460)
Adjustments to reconcile net income (loss) to net cash provided by (used in) operating activities:
Amortization and depreciation 70 93
Stock-based compensation 615 549
Impairment of right-of-use assets and leasehold improvements 38 84
Provision for transaction and loan losses 80 74
Deferred income tax recovery (1) (187)
Revenue related to non-cash consideration (158) (121)
Impairment on sales of Shopify's logistics businesses 1,340
Net (gain) loss on equity and other investments (1,419) 2,919
Net loss on equity method investment 58
Unrealized foreign exchange (gain) loss (6) 12
Changes in operating assets and liabilities:
Trade and other receivables (98) (105)
Merchant cash advances and related receivables, net 214 (23)
Other current assets (50) (31)
Accounts payable and accrued liabilities 69 28
Deferred revenue(1)
60 32
Net cash provided by (used in) operating activities 944 (136)
Cash flows from investing activities
Purchases of property and equipment (39) (50)
Purchases of marketable securities (5,841) (5,011)
Maturities of marketable securities 5,590 6,890
Purchases and originations of loans (1,861) (526)
Repayments of loans 1,338 367
Purchases of equity and other investments (364) (635)
Acquisition of businesses, net of cash acquired (31) (1,754)
Other (36)
Net cash used in investing activities (1,244) (719)
Cash flows from financing activities
Proceeds from the exercise of stock options 60 18
Net cash provided by financing activities 60 18
Effect of foreign exchange on cash and cash equivalents 4 (17)
Net decrease in cash and cash equivalents (236) (854)
Cash and cash equivalents – Beginning of Year 1,649 2,503
Cash and cash equivalents – End of Year 1,413 1,649
Supplemental cash flow information:
Cash paid for income taxes, net 50 27
Cash paid for interest 1 1
(1) Comparative figures have been reclassified in order to conform to the current period presentation.
The accompanying notes are an integral part of these consolidated financial statements.
8


Shopify Inc.
Notes to the Consolidated Financial Statements
(Expressed in US millions, except share and per share amounts)
1.Nature of Business

Shopify Inc. ("Shopify" or the "Company") was incorporated as a Canadian corporation on September 28, 2004. Shopify is a leading global commerce company that provides essential internet infrastructure for commerce, offering trusted tools to start, scale, market, and run a retail business of any size. Shopify makes commerce better for everyone with a software platform and services that are engineered for simplicity and reliability, while delivering a better shopping experience for consumers everywhere. The Company's software enables merchants to run their business across all of their sales channels, including web and mobile storefronts, physical retail locations, social media storefronts, and marketplaces. The Shopify platform provides merchants with a single view of their business across all of their sales channels and enables them to manage products and inventory, process orders and payments, fulfill and ship orders, build customer relationships, source products, leverage analytics and reporting, and access financing, all from one integrated back office.

Founded in Ottawa, Canada, the Company's principal place of business is the internet.

2.Basis of Presentation and Consolidation

These consolidated financial statements include the accounts of the Company and its directly and indirectly held wholly owned subsidiaries including, but not limited to: Shopify International Limited, incorporated in Ireland; Shopify Commerce Singapore Pte. Ltd., incorporated in Singapore; and Shopify LLC, Shopify Holdings (USA) 2 Inc. and Shopify (USA) Inc., incorporated in the state of Delaware in the United States. All intercompany accounts and transactions have been eliminated upon consolidation.

These consolidated financial statements of the Company have been presented in United States dollars ("USD") and have been prepared in accordance with accounting principles generally accepted in the United States of America ("U.S. GAAP"), including the applicable rules and regulations of the Securities and Exchange Commission regarding financial reporting.

The Company began reporting all dollar amounts in millions in fiscal year 2023.

3.Significant Accounting Policies

Use of Estimates

The preparation of consolidated financial statements, in accordance with U.S. GAAP, requires management to make estimates, judgments and assumptions that affect the reported amounts of assets and liabilities at the date of the consolidated financial statements and the reported amounts of revenues and expenses during the reporting period. Actual results may differ from the estimates made by management. Significant estimates, judgments and assumptions in these consolidated financial statements include: key judgments related to revenue recognition in determining whether the Company is the principal or an agent to the arrangements with merchants; estimates and judgments involved in applying the measurement alternative associated with equity and other investments in private companies, including revenue growth rates and revenue multiples based on market comparables; estimates involved in our equity method investment; probabilities of achieving performance milestones associated with non-cash revenue consideration from strategic partnerships; and the probability and amount of loss contingencies.

Revenue Recognition

The Company's sources of revenue consist of subscription solutions and merchant solutions.

9


Shopify Inc.
Notes to the Consolidated Financial Statements
(Expressed in US millions, except share and per share amounts)
Subscription Solutions

For services where the performance obligation is to provide merchants with access to the Shopify platform, such as Online Subscriptions and Point-of-Sale ("POS") Pro subscriptions, revenue is recognized over time on a ratable basis over the contractual term. Certain subscription contracts have a transaction price that includes a variable component that is based on the merchants' volume of sales. In such cases, the Company recognizes revenue when the merchant's sale occurs, the variable price becomes known, and it has a right to invoice. Payments received in advance of services being rendered are recorded as deferred revenue and recognized ratably over time, over the requisite service period.

Revenue from the sale of separately priced apps and themes is recognized at a point in time, when the arrangement between the merchant and partner is established. Revenue from the sale of rights to use a domain name that is sold separately is recognized ratably over time, over the contractual term, which is generally an annual term.     

Merchant Solutions

The Company offers a variety of merchant solutions, which are primarily transaction based, to augment those provided through a subscription and to address the broad array of functionality merchants commonly require.

For services where the performance obligation is to process payments for the Company’s merchants, from such services as Shopify Payments, Transaction Fees and Shop Pay Installments, revenues are recognized at a point in time, at the time of the transaction.

The Company earns referral fees from third parties to whom it directs business pursuant to agreements with such partners. Related revenues can be recurring or non-recurring and are recognized once the arrangement between the partner and customer has been made or over the expected term of the contract. In connection with certain referral revenue contracts with partners, the Company receives a component of the transaction price in non-cash consideration in the form of equity in the partner at the outset of the contract. When the transaction price includes non-cash consideration, the non-cash consideration is measured as the fair value at the inception of the contract.

For lending services, including loans and merchant cash advances ("MCAs"), the performance obligations associated with these services is to arrange and provide funding to merchants. Certain loans and MCAs are facilitated by the Company and originated by bank partners, from whom the Company then purchases the loans and MCAs, obtaining all rights, title, and interest or discount for a fee calculated as a percentage of the MCA's or loan's principal. Revenues are presented net of any deferred origination fees which are amortized over the contractual or expected term of the loan or MCA. For loans, using the merchant's contractual or expected repayment date, the Company calculates an effective interest rate based on the merchant's expected future payment volume to determine how much of a merchant's repayment to recognize as revenue and how much to apply against the merchant's receivable balance. For some loans, the Company sells its full rights, title and interest to third-party investors. We account for the asset transfer as a sale and derecognize the full amount the Company paid to its bank partner to originate the loan and record a gain on sale of the loans sold to the third-party investor as revenue upon transfer of title. For MCA's, the Company applies a percentage of the remittances collected against the merchant's receivable balance, and a percentage, which is related to the discount, as merchant solutions revenue.

Other revenue generating services and products to merchants include, but are not limited to, the sale of shipping labels, the sale of POS hardware, advertising on the Shopify App Store and Shop Cash Offers, the Company’s buyer acquisition offering. Revenue is recognized when services are performed, or as ownership passes to the merchant.

10

Shopify Inc.
Notes to the Consolidated Financial Statements
(Expressed in US millions, except share and per share amounts)
Logistics related revenue was recognized up until the second quarter of 2023, at which point the Company sold its logistics businesses, as further described in Note 4. Prior to the sale of these businesses, revenue was generated from the respective fulfillment solutions, which included picking, packing and preparing orders for shipment, and outbound shipping, as well as additional revenues from inbound shipping, storage, returns processing and other fulfillment-related services as needed by merchants. Revenue related to these fulfillment solutions were recognized over time as the Company fulfilled, up to completion of delivery. Revenues related to the inbound, storage and return processing offerings were recognized over time, and revenues related to other fulfillment-related services were recognized at a point in time, once the services had been rendered. The Company also earned revenues from providing cloud-based software on collaborative warehouse fulfillment solutions which were recognized over time, over the contractual term, which could have been up to five years. Payments received in advance of services being rendered were recorded as deferred revenue and recognized ratably over time, over the requisite service period.

For revenue streams that involve another party that contributes to providing a specified service to a customer, the Company determines whether it is the principal or an agent. In these instances, the Company determines whether it has promised to provide the specified service itself (as principal) or to arrange for the specified service to be provided by another party (as an agent). This determination depends on the facts and circumstances of each arrangement and, in some instances, involves significant judgment. The Company recognizes revenue from certain services, such as the sale of shipping labels, the sale of apps, the sale of themes, card services and installments services, on a net basis as the Company is the agent in the arrangement with customers. All other revenue is reported on a gross basis, as the Company has determined it is the principal in the respective arrangements.

Sales taxes collected from merchants and remitted to government authorities are excluded from revenue.

The Company's arrangements with customers can include multiple performance obligations, which may consist of some or all of the Company's subscription solutions. The total transaction price is determined at the inception of the contract and allocated to each performance obligation based on their relative standalone selling prices. In the case of merchant solutions, the transaction price for each performance obligation is based on the observable standalone selling price for each performance obligation. The transaction price for multiple merchant solutions is never a bundled price, therefore a relative allocation is not required.

The Company generally receives payment from its merchants at the time of invoicing. In all other cases, payment terms and conditions vary by contract type, although terms generally include a requirement for payment within 30 days of the invoice date.

Rewards Program

Our merchants' customers (or "buyers") in the U.S. can participate in our rewards program ("Shop Cash") and earn Shop Cash rewards on certain eligible purchases made from merchants or through other incentive programs. Buyers can then redeem Shop Cash against purchases through the Shop app, which we track on their behalf. Shop Cash cannot be redeemed for cash.

Rewards issued to buyers, to whom we have no performance obligation, are generally expensed as a cost of revenues, however depending on the policy the rewards were earned under, they may be expensed as sales and marketing. The rewards are expensed when they are made available to the buyer at an estimated value based on the redemption value, less an estimate of Shop Cash rewards that are not expected to be redeemed ("breakage"). Breakage is based on historical breakage trends and supportable forecasted information.

Software Development Costs

Research and development costs are generally expensed as incurred. The Company may capitalize certain development costs incurred in connection with its internal use software. The Company expenses costs in the preliminary stages of development and may capitalize direct and incremental costs through technological feasibility, in which capitalization ceases once the additional features and functionality are put into service.
11

Shopify Inc.
Notes to the Consolidated Financial Statements
(Expressed in US millions, except share and per share amounts)
Capitalized costs are recorded as part of intangible assets in the consolidated balance sheets and are amortized on a straight-line basis over their estimated useful lives of two or three years. Costs that meet the criteria for capitalization were not material for the periods presented.

Advertising Costs

Advertising costs are expensed as incurred. Advertising costs included in sales and marketing expenses during the years ended December 31, 2023 and 2022 were $497 and $505 respectively.

Stock-Based Compensation

The accounting for stock-based awards is based on the fair value of the award measured at the grant date. Accordingly, stock-based compensation cost is recognized as an operating expense over the requisite service period.

The fair value of stock options is determined using the Black-Scholes option-pricing model, single option approach. An estimate of forfeitures is applied when determining compensation expense. The Company determines the fair value of stock option awards on the date of grant using assumptions regarding expected term, share price volatility over the expected term of the awards, risk-free interest rate and dividend rate. All Class A subordinate voting shares issued in connection with options under the Company's Second Amended and Restated Stock Option Plan ("SOP") are from the Company's treasury pool.

The fair value of restricted share units ("RSU") is measured using the fair value of the Company's shares as if the RSUs were issued and vested on the grant date. An estimate of forfeitures is applied when determining compensation expense. All Class A subordinate voting shares issued in connection with awards under the Company's Second Amended and Restated Long Term Incentive Plan ("LTIP") are from the Company's treasury pool.

Income Taxes

Income tax expense includes Canadian, U.S., and foreign income taxes.

Deferred tax assets and liabilities are determined based on the difference between the financial statement carrying amounts and the tax bases of assets and liabilities using enacted tax rates in effect for the year in which the differences are expected to affect taxable income. Valuation allowances are established when necessary to reduce deferred tax assets to the amounts that are more likely than not to be realized. The Company considers many factors when assessing the likelihood of future realization of our deferred tax assets, including its recent cumulative loss experience and expectations of future earnings, capital gains and investment in the applicable jurisdiction, the carry-forward periods available to it for tax reporting purposes and other relevant factors.

The Company evaluates tax positions taken or expected to be taken in the course of preparing tax returns to determine whether the tax positions have met a “more-likely-than-not” threshold of being sustained by the applicable tax authority. Tax benefits related to tax positions not deemed to meet the “more-likely-than-not” threshold are not permitted to be recognized in the consolidated financial statements.
    
Foreign Currency Translation and Transactions

The functional and reporting currency of the Company and its subsidiaries is USD. Monetary assets and liabilities denominated in foreign currencies are re-measured to USD using the exchange rates prevailing at the consolidated balance sheet dates. Non-monetary assets and liabilities denominated in foreign currencies are measured in USD using historical exchange rates. Revenues and expenses are measured using the actual exchange rates prevailing on the dates of the transactions.
12

Shopify Inc.
Notes to the Consolidated Financial Statements
(Expressed in US millions, except share and per share amounts)
Gains and losses resulting from re-measurement are recorded in the Company’s consolidated statement of operations and comprehensive income (loss) as "Foreign exchange gain (loss)", with the exception of foreign exchange forward contracts and options used for hedging which are re-measured in "Accumulated other comprehensive income (loss)" and the income (loss) is then reclassified into earnings to either cost of revenue or operating expenses in the same period, or periods, during which the hedged transaction affects earnings.

Cash and Cash Equivalents

The Company considers all short-term highly liquid investments that are readily convertible into known amounts of cash, with original maturities at their acquisition date of three months or less to be cash equivalents.
    
Marketable Securities

The Company’s marketable debt securities consist of U.S. and Canadian federal bonds and agency securities, U.S. term deposits and corporate bonds and commercial paper, and mature within 36 months from the date of purchase. Marketable debt securities are classified as held-to-maturity at the time of purchase and this classification is re-evaluated as of each consolidated balance sheet date. Held-to-maturity debt securities represent those securities that the Company has both the positive intent and ability to hold to maturity and are carried at amortized cost. Interest on these debt securities, as well as amortization/accretion of premiums/discounts, are included in interest income. Marketable debt securities are assessed as to whether any unrealized loss positions are other than temporarily impaired. Impairments are considered other than temporary if they are related to deterioration in credit risk or if it is likely the Company would be required to sell the securities before the recovery of their remaining amortized cost basis. Realized gains and losses determined to be other than temporary are determined based on the specific identification method and are reported in "Other income (expense), net" in the consolidated statement of operations and comprehensive income (loss).

Fair Value Measurements
 
The carrying amounts for cash and cash equivalents, marketable securities, trade and other receivables, merchant cash advances receivable, loans, trade accounts payable and accruals and employee-related accruals approximate fair value due to the short-term maturities of these instruments.

The Company measures certain financial assets and liabilities at fair value based on applicable accounting guidance, using a fair value hierarchy. A financial instrument’s classification within the fair value hierarchy is based upon the lowest level of input that is significant to the fair value measurement.

13

Shopify Inc.
Notes to the Consolidated Financial Statements
(Expressed in US millions, except share and per share amounts)
Fair Value Option

The guidance in ASC 815, Derivatives and Hedging, provides a fair value option election that allows entities to make an irrevocable election to not separate embedded derivatives from their host contract and to fair value the hybrid instrument upon initial recognition and subsequent measurement dates for certain eligible financial assets and liabilities. Unrealized gains and losses on items for which the fair value option has been elected are reported in earnings. The decision to elect the fair value option is determined on an instrument by instrument basis and must be applied to an entire instrument and is irrevocable once elected. The Company has elected to apply the fair value option to its investments in convertible notes in private companies. The fair value elections were made in order to maintain consistency in presentation across equity and other investments.

Equity and Other Investments

Strategic investments are a part of the Company's strategy and use of capital, expanding its expertise and building strong partnerships around strategic initiatives. The Company evaluates each investment to determine if the investment is a variable interest entity and, if so, whether the Company is the primary beneficiary of the variable interest entity. As of December 31, 2023 and 2022, there were no variable interest entities required to be consolidated in the Company’s consolidated financial statements.

The Company classifies each equity investment into one of three categories: (i) equity and other investments with readily determinable fair values, (ii) equity and other investments without readily determinable fair values, and (iii) equity and other investments under the equity method of accounting.

Equity and other investments in publicly traded companies with readily determinable fair values are carried at fair value at each balance sheet date and any movements in the fair value are classified as "Other income (expense), net" in the consolidated statement of operations and comprehensive income (loss).

Equity and other investments in private companies without readily determinable fair values are carried at cost less impairments, with subsequent adjustments for observable changes (referred to as the measurement alternative). Estimates and judgments are involved in applying the measurement alternative associated with equity and other investments without readily determinable fair values by developing certain key assumptions, including revenue growth rates and revenue multiples based on market comparables.

The Company also holds investments in convertible notes of private companies which are classified as available-for-sale debt securities, for which the Company has elected to account for under the fair value option. The investments are carried at fair value at each balance sheet date and any movements in the fair values are classified as "Other income (expense), net" in the consolidated statement of operations and comprehensive income (loss).

The Company evaluates each investment to determine if the investment should be accounted for as an equity method investment based upon equity ownership, significant influence and ongoing involvement in the investee, including factors such as representation on the investee's board of directors. Investments that qualify for the equity method of accounting treatment are carried at the Company’s investment amounts and adjusted each period for the Company’s share of the investee’s income or loss plus the amortization of the basis difference, which is the difference between the fair value of our investment in the company and the underlying equity in the net assets of the investee. The Company determined that the investment in Flexport, Inc. ("Flexport") is an equity method investment. The Company's share of income or loss in the investee, combined with the amortization of the basis difference, is presented as "Net loss on equity method investment" in the consolidated statement of operations and comprehensive income (loss).

Investment options to purchase additional shares of equity and other investments are classified as a derivative instrument at fair value using the Black-Scholes model. These derivative instruments are not designated as hedges and presented within "Equity and other investments" in the consolidated balance sheets.
14

Shopify Inc.
Notes to the Consolidated Financial Statements
(Expressed in US millions, except share and per share amounts)

The Company assesses its equity and other investments in private companies and equity method investment for impairment through analyzing market conditions, business results and other qualitative measures that suggest that the carrying amount of the investment may be impaired, and the decline in value below the carrying amount is determined to be other than temporary.

Derivatives and Hedging

The majority of the Company's derivative products are foreign exchange forward contracts and options, which are designated as cash flow hedges of foreign currency forecasted expenses. By their nature, derivative financial instruments involve risk, including the credit risk of non-performance by counterparties. The Company may hold foreign exchange forward contracts and options to mitigate the risk of future foreign exchange rate volatility related to future Canadian dollar ("CAD"), British Pound Sterling ("GBP") and Australian dollar denominated costs and current and future obligations.

The Company's foreign currency forward contracts and options generally have maturities of 12 months or less. The critical terms match method is used when the key terms of the hedging instrument and that of the hedged item are aligned; therefore, the changes in fair value of the forward contracts and options are recorded in accumulated other comprehensive income ("AOCI"). The effective portion of the gain or loss on each forward contract and option is reported as a component of AOCI and reclassified into earnings to either cost of revenue or operating expense in the same period, or periods, during which the hedged transaction affects earnings. The ineffective portion of the gains or losses, if any, is recorded immediately in "Other income (expense), net".

For hedges that do not qualify for the critical terms match method of accounting, a formal assessment is performed to verify that derivatives used in hedging transactions continue to be highly effective in offsetting the changes in fair value or cash flows of the hedged item. Hedge accounting is discontinued if a derivative ceases to be highly effective, matures, is terminated or sold, if a hedged forecasted transaction is no longer probable of occurring, or if the Company removes the derivative's hedge designation. For discontinued cash flow hedges, the accumulated gain or loss on the derivative remains in AOCI and is reclassified into earnings in the period in which the previously hedged forecasted transaction impacts earnings or is no longer probable of occurring.

In addition, the Company has a master netting agreement with each of the Company's counterparties, which permits net settlement of multiple, separate derivative contracts with a single payment. The Company presents its derivative instruments on a net basis in the consolidated financial statements.

Provision for Credit Losses Related to Loans and Merchant Cash Advances

Loans and merchant cash advance receivables represent the aggregate amount of Shopify Capital related receivables owed by merchants as of the balance sheet date, net of an allowance for expected credit losses. The Company estimates the loss provision based on an assessment of various factors, including historical trends, merchants' gross merchandise volume ("GMV"), supportable forecasted information and other factors, including macroeconomic factors, that may affect the merchants' ability to make future payments on the receivables. Increases to the provision are reflected in current operating results, while charges against the provision are made when losses are incurred. Recoveries are reflected as a reduction in the allowance for credit losses related to loans and merchant cash advances when the recovery occurs. These additions, charges, and recoveries are classified within "Transaction and loan losses" on the consolidated statements of operations and comprehensive income (loss).

15

Shopify Inc.
Notes to the Consolidated Financial Statements
(Expressed in US millions, except share and per share amounts)
Provision for Transaction Losses Related to Shopify Payments, Shop Pay Installments, and Shopify Balance

Transaction losses arise from unrecovered merchant transactions due to returns and disputes. The Company may also incur losses when a merchant account experiences unauthorized transactions where funds cannot be recovered or reversed. The Company estimates the provision for transaction losses based on an assessment of various factors, including historical trends, GMV (facilitated using Shopify Payments and Shop Pay Installments including those managed using Shopify Balance), supportable forecasted information and other factors that may increase the volume of losses. Additions to the provision are reflected in current operating results, while charges against the provision are made when losses are incurred. These additions are classified within "Transaction and loan losses" on the consolidated statements of operations and comprehensive income (loss).

Loss Contingencies

The Company records accruals for loss contingencies when losses are probable and reasonably estimable. The Company evaluates developments in legal matters that could affect the amount of liability that has been previously accrued and makes adjustments as appropriate. Significant judgment is required to determine both probability and the estimated amount of a loss or potential loss. The Company may be unable to reasonably estimate the reasonably possible loss or range of loss for a particular legal contingency for various reasons, including, among others, because: (i) the damages sought are indeterminate; (ii) the proceedings are in the relative early stages; (iii) there is uncertainty as to the outcome of pending proceedings (including motions and appeals); (iv) there is uncertainty as to the likelihood of settlement and the outcome of any negotiations with respect thereto; (v) there remain significant factual issues to be determined or resolved; (vi) the relevant law is unsettled; or (vii) the proceedings involve novel or untested legal theories. In such instances, there may be considerable uncertainty regarding the ultimate resolution of such matters, including the likelihood or magnitude of a possible eventual loss, if any.

Operating Leases

The Company accounts for operating leases by first determining if an arrangement is a lease, or contains a lease, at inception. The operating lease right-of-use assets and operating lease liabilities are recognized at the commencement date based on the present value of lease payments over the lease term. The Company's leases do not provide an implicit rate, therefore, the incremental borrowing rate based on the information available at commencement date was used to determine the present value of lease payments. The Company's lease terms may include options to extend or terminate the lease. Lease expense related to lease components is recognized on a straight-line basis over the lease term.

Property and Equipment

Property and equipment is stated at cost, less accumulated depreciation and impairment. Depreciation is calculated using the straight-line method over the estimated useful lives of the related assets. Computer equipment is depreciated over the lesser of three years and their estimated useful lives while furniture and equipment are depreciated over four years. Leasehold improvements are amortized on a straight-line basis over the shorter of their estimated useful lives or the term of their associated leases, which range from one to fifteen years. Fulfillment robots and fulfillment equipment, which were depreciated over the lesser of three years and its useful life and ranged from three to ten years, respectively, were depreciated up until the second quarter of 2023, at which point the Company sold its logistics businesses, as further described in Note 4.

Intangible Assets

Intangible assets are stated at cost, less accumulated amortization and impairment. Amortization is calculated using the straight-line method over the estimated useful lives of the related assets.
16

Shopify Inc.
Notes to the Consolidated Financial Statements
(Expressed in US millions, except share and per share amounts)
Purchased software is amortized over a three-year period, acquired technology is amortized over a two to nine year period, acquired customer relationships are amortized over a two- to five-year period, capitalized software development costs are amortized over a two- to three-year period, and other intangible assets are amortized over a three- to ten-year period or may have an indefinite useful life and not amortized. Amortization is recorded into cost of revenues and operating expenses, depending on the nature of the asset.

Impairment of long-lived assets

The carrying values of long-lived assets (including leases, property and equipment, and intangible assets) are reviewed for impairment whenever events or changes in circumstances indicate that the carrying amounts of such assets may not be recoverable. The determination of whether any impairment exists includes a comparison of estimated undiscounted future cash flows anticipated to be generated over the remaining life of the asset or asset group to their net carrying value. If the estimated undiscounted future cash flows associated with the asset or asset group are less than the carrying value, an impairment loss will be recorded based on the estimated fair value.

Goodwill

Goodwill represents the excess of the purchase price over the estimated fair value of net assets of a business acquired in a business combination. Goodwill is not amortized, but instead tested for impairment at least annually. Should certain events or indicators of impairment occur between annual impairment tests, the Company will perform the impairment test as those events or indicators occur for our reporting unit.

Goodwill is tested for impairment at the reporting unit level by first performing a qualitative assessment to determine whether it is more likely than not that the fair value of the reporting unit is less than its carrying value. The qualitative assessment considers the following factors: macroeconomic conditions, industry and market considerations, cost factors, overall company financial performance, events affecting the reporting unit and changes in the Company’s fair value. If the reporting unit does not pass the qualitative assessment, the Company carries out a quantitative test for impairment of goodwill. This is done by comparing the fair value of the reporting unit with the carrying value of the reporting unit that includes goodwill. If the fair value of the reporting unit is greater than its carrying value, including goodwill, no impairment results. If the fair value of the reporting unit is less than its carrying value, including goodwill, an impairment loss would be recognized in the consolidated statements of operations and comprehensive income (loss) in an amount equal to that difference, limited to the total amount of goodwill allocated to that reporting unit. The Company has an unconditional option to bypass the qualitative assessment for our reporting unit in any period and proceed directly to performing the quantitative goodwill impairment test. The Company may resume performing the qualitative assessment in any subsequent period.

Segment Information

The Company’s chief operating decision maker ("CODM") is the Chief Executive Officer. The CODM is the highest level of management responsible for assessing Shopify’s overall performance, and making operational decisions such as resource allocations related to operations, product prioritization and delegations of authority. The CODM has determined that the Company operates in a single operating and reportable segment.

Concentration of Credit Risk

The Company’s cash and cash equivalents, marketable securities, trade and other receivables, loans, merchant cash advances, and foreign exchange derivative instruments subject the Company to concentrations of credit risk. Management mitigates this risk associated with cash and cash equivalents by making deposits and entering into foreign exchange derivative products only with large banks and financial institutions that are considered to be highly creditworthy. We limit the amount of credit exposure with any one financial institution and conduct timely evaluations of the credit worthiness of these financial institutions.
17

Shopify Inc.
Notes to the Consolidated Financial Statements
(Expressed in US millions, except share and per share amounts)
Management mitigates the risks associated with marketable securities by adhering to its investment policy, which stipulates minimum rating requirements, maximum investment exposures and maximum maturities. Due to the Company’s diversified merchant base, there is no particular concentration of credit risk related to the Company’s trade and other receivables, loans receivable and merchant cash advances. Trade and other receivables, loans receivable and merchant cash advances are monitored on an ongoing basis to ensure timely collection of amounts. The Company has mitigated some of the risks associated with Shopify Capital by opening insurance policies with Export Development Canada ("EDC"), a wholly-owned corporation of the Government of Canada, who is AAA rated as of December 31, 2023. The Company pays EDC a monthly premium based on total eligible dollars advanced, and records this as "General and administrative" expense in the consolidated statements of operations and comprehensive income (loss). All policies include a deductible set at either a specified dollar loss threshold or calculated as a percentage of eligible advances issued. After considering the Company’s deductible and the insurer's maximum liability under the policies, the majority of the Company's gross outstanding balance of loans and merchant cash advances as of December 31, 2023 is covered. The receivable related to insurance recoveries, if any, is included in "Loans and merchant cash advances, net" in the consolidated balance sheets. There are no receivables from individual merchants accounting for 10% or more of revenues or receivables.

Equity and Other Investments Risk

The Company holds equity and other investments that are subject to a wide variety of market-related risks that could substantially reduce or increase the fair value of our holdings. The Company's equity and other investments in public companies are recorded at fair value, which is subject to market price volatility. The Company also holds an investment option to purchase Series B common shares in Klaviyo, Inc., which is accounted for as a derivative instrument and valued using the Black-Scholes model, and is subject to market price volatility as well as a discount for lack of marketability. The Company's equity investments in private companies are recorded using the measurement alternative and are assessed each reporting period for observable price changes and impairments, which may involve estimates and judgments given the lack of readily available market data. Certain equity investments in private companies are in the early stages of development and are inherently risky due to their lack of operational history. Furthermore, for the equity method investment, Shopify's share of income and loss from these investments may cause volatility to Shopify's earnings. The Company's debt investments in convertible notes of private companies are recorded at fair value, which are impacted by the underlying entities' valuations and interest rates.

The Company has a high concentration of credit risk associated with a small number of equity and other investments that are impacted by fluctuations in their fair values or by observable changes or impairments.

Interest Rate Risk

A portion of the Company’s cash, cash equivalents and marketable securities and loans and debt securities earn interest. The Company’s trade and other receivables, accounts payable and accrued liabilities and lease liabilities do not bear interest. The Company's 0.125% convertible senior notes due 2025 (the "Notes") have a fixed annual interest rate and thus, the Company does not have economic interest rate exposure on the Notes. The Company is not exposed to material interest rate risk.

Foreign Exchange Risk

The Company's results of operations and foreign currency assets and liabilities are exposed to foreign currency fluctuations.

While the majority of the Company's revenues, cost of revenues, and operating expenses are denominated in USD, a significant portion are denominated in foreign currencies. Due to offering Shopify Payments, Shopify Capital, subscriptions, and other billings to select countries in local currency, a significant proportion of revenue transactions are denominated in GBP, Euros, and CAD.
18

Shopify Inc.
Notes to the Consolidated Financial Statements
(Expressed in US millions, except share and per share amounts)
Furthermore, the Company expects to continue to have significant Canadian operations and expand operations internationally, therefore a significant proportion of operating expenses are also incurred and expected to be included in the aforementioned foreign currencies.

Although foreign currency fluctuations associated with revenues and costs may partially offset one another in earnings, the Company uses foreign exchange derivative products to mitigate a portion of the remaining exposure of foreign currency fluctuations as discussed in Note 6. By their nature, derivative financial instruments involve risk, including the credit risk of non-performance by counterparties.

Recent Accounting Pronouncements Not Yet Adopted

In December 2023, the FASB issued ASU 2023-07 on Improvements to Reportable Segment Disclosures for entities that are managed as a single reportable segment that governs when an entity is expected to conclude that consolidated net income is the measure of segment profit or loss consistent with U.S. GAAP. The Updates are effective for annual periods beginning after January 1, 2024. The Company will adopt and apply the guidance in fiscal year 2024. There is no material impact expected to our results of operations, cash flows and financial condition at the time of adoption, however the Company is still assessing the disclosure impact.

In December 2023, the FASB issued ASU 2023-09 on Improvements to Income Tax Disclosures that require greater disaggregation of income tax disclosures to the income rate tax rate reconciliation and income taxes paid. The Updates are effective for annual periods beginning after December 15, 2024. The Company will adopt and apply the guidance in fiscal year 2025. There is no material impact expected to our results of operations, cash flows and financial condition at the time of adoption, however the Company is still assessing the disclosure impact.

4.Sales of Businesses

In the second quarter of 2023 the Company sold its logistics businesses (the "divested businesses"). The majority of the logistics business was sold to Flexport, a leading tech-driven global logistics platform. The Company received non-cash consideration in the form of a 13% equity interest on a fully-diluted basis inclusive of warrants and options.

The net assets of the divested businesses had an aggregate carrying amount above their estimated fair value and accordingly, an impairment loss was recorded in operating expenses as "Impairment on sales of Shopify's logistics businesses" in the consolidated statement of operations and comprehensive income (loss), for the year ended December 31, 2023. The components of the sale were as follows:

Goodwill $ (1,438)
Intangible assets (337)
Net assets and transaction costs (93)
Non-cash consideration received(1)
528
Impairment on sales of Shopify's logistics businesses $ (1,340)
(1) The value of non-cash consideration received is an estimate and was independently estimated by Shopify by using unobservable inputs, including the investee's revenue growth rates and revenue multiples based on market comparables.

The non-cash consideration was in addition to the Company's existing equity interest in Flexport. The investment in Flexport is accounted for under the equity method investment (see Note 6).

19

Shopify Inc.
Notes to the Consolidated Financial Statements
(Expressed in US millions, except share and per share amounts)
5.Cash and Cash Equivalents

As of December 31, 2023 and 2022, the Company’s cash and cash equivalents balance was $1,413 and $1,649, respectively. These balances included $755 and $1,228, respectively, of money market funds, corporate bonds and commercial paper.

6.Financial Instruments

The Company measures financial instruments based on quoted prices in active markets (Level 1), inputs from similar instruments such as quoted prices or other observable market data (Level 2), or where little or no market activity exists, using unobservable inputs that require judgment or estimation (Level 3).

Debt Securities

The Company holds certain debt securities that are classified as held-to-maturity at the time of purchase as the Company has both the positive intent and ability to hold to maturity. The fair value of corporate bonds was based upon Level 2 inputs, which included period-end mid-market quotations for each underlying contract as calculated by the financial institution with which the Company has transacted. The quotations are based on bid/ask quotations and represent the discounted future settlement amounts based on current market rates.

The Company also holds debt securities in the form of convertible notes in private companies classified as available-for-sale for which the Company has elected to apply the fair value option. The investments are carried at fair value at each balance sheet date and any movements in the fair values are recognized in net income (loss).

The following tables summarize debt securities by balance sheet classification and level within the fair value hierarchy:

As of December 31, 2023
Carrying Value
Cash Equivalents Marketable Securities Equity and Other Investments Fair Value
$ $ $ $
Level 1:
U.S. term deposits 445 458
U.S. federal bonds and agency securities 1,541 115 1,657
Canadian federal bonds and agency securities 100 100
Corporate bonds and commercial paper 152 152
152 2,086 115 2,367
Level 2:
Corporate bonds and commercial paper 1,509 1,509
Level 3:
Convertible notes in private companies(1)
495 495
152 3,595 610 4,371
(1) In December 2023, the Company made a separate investment in Flexport through the purchase of convertible notes of $260 and has elected to apply the fair value option to account for this instrument. As the inputs used in determining the fair value are unobservable, the fair value measurement of the investment is Level 3 in the fair value hierarchy.

20

Shopify Inc.
Notes to the Consolidated Financial Statements
(Expressed in US millions, except share and per share amounts)
The fair values of marketable securities above include accrued interest of $15, which is excluded from the carrying amounts. The accrued interest is included in trade and other receivables in the consolidated balance sheets. Additional accrued interest of $21 recognized on the convertible notes in private companies is included in the carrying amount and fair value above.

In the year ended December 31, 2023, $5 of unrealized gains, associated with the Company's convertible notes in private companies were recorded within "Net unrealized gain (loss) on equity and other investments" in the consolidated statement of operations and comprehensive income (loss) ($30 of unrealized losses in the year ended December 31, 2022). Additionally, interest income of $10 was recorded within "Interest income" in the consolidated statement of operations and comprehensive income (loss) ($9 of interest income in the year ended December 31, 2022).
As of December 31, 2022
Carrying Value
Cash Equivalents Marketable Securities Equity and Other Investments Fair Value
$ $ $ $
Level 1:
U.S. term deposits 600 608
U.S. federal bonds and agency securities 28 741 769
Canadian federal bonds and agency securities 202 547 750
Corporate bonds and commercial paper 202 202
Repurchase agreements 99 99
531 1,888 2,428
Level 2:
Corporate bonds and commercial paper 1,516 1,518
Level 3:
Convertible notes in private companies 221 221
531 3,404 221 4,167

The fair values above include accrued interest of $16, which is excluded from the carrying amounts. The accrued interest is included in trade and other receivables in the consolidated balance sheets. Additional accrued interest of $12 recognized on the convertible notes in private companies is included in the carrying amount and fair value above.

The following table outlines estimated fair values of our debt investments by date of contractual maturity as of December 31, 2023:
Fair Value
Due within one year $ 3,761 
Due after one year to three years 115 
$ 3,876 
21

Shopify Inc.
Notes to the Consolidated Financial Statements
(Expressed in US millions, except share and per share amounts)



Equity Securities

The Company holds equity investments in public companies that were obtained through a combination of direct investment and strategic partnerships.

Equity investments with readily determinable fair values are comprised of:
December 31, 2023 December 31, 2022
Level 1 Level 3 Total Level 1 Level 3 Total
$ $ $ $ $ $
Affirm Holdings, Inc. 997 997 196 196
Global-E Online Ltd.(1)
856 18 874 400 51 451
Klaviyo, Inc.(2)
376 113 489
Other 1 1
2,229 131 2,360 597 51 648
(1) In the year ended December 31, 2023, $49 was transferred from Level 3 to Level 1 due to the vesting of warrants (December 31, 2022 - $200). The equity investments categorized as Level 3 in the fair value hierarchy represent unvested warrants that require the application of a discount for lack of marketability which was 8% at December 31, 2023 (December 31, 2022 - 9%).
(2) On September 20, 2023, Klaviyo, Inc. completed its initial public offering and began trading on the New York Stock Exchange. As a result, the fair value of our investment became readily determinable. In the year ended December 31, 2023, $11 was transferred from Level 3 to Level 1 due to the vesting of warrants. The equity investments categorized as Level 3 in the fair value hierarchy represent unvested warrants that require the application of a discount for lack of marketability which was 21% at December 31, 2023.

Adjustments related to equity and other investments with readily determinable fair values for the years ended December 31, 2023 and 2022 were as follows:

Years ended
December 31, 2023 December 31, 2022
$ $
Balance, beginning of the year 648  3,206 
Adjustments related to equity and other investments with readily determinable fair values:
Investments received not tied to services(1)
—  105 
Investments received as non-cash consideration in exchange for services —  30 
Sale of equity and other investments (1) (3)
Net unrealized gains (losses) 1,456  (2,690)
Transfers from measurement alternative(2)
257  — 
Balance, end of the year 2,360  648 
(1) In the year ended December 31, 2022, certain private investments were acquired by third-party investors resulting in the deemed sale of equity and other investments in the period and shares were received in certain public companies. Any resulting realized gains or losses were presented as "Net realized (loss) gain on equity and other investments" in the consolidated statement of operations and comprehensive income (loss).
(2) Effective September 20, 2023, the Company's investment in Klaviyo, Inc. no longer qualified for the use of the measurement alternative as the fair value of the investment became readily determinable

Equity Investments without Readily Determinable Fair Values

The carrying value of equity investments in private companies without readily determinable fair values are:
22

Shopify Inc.
Notes to the Consolidated Financial Statements
(Expressed in US millions, except share and per share amounts)
December 31, 2023 December 31, 2022
$ $
Total initial value 820  1,360 
Cumulative gross unrealized gains 55  59 
Cumulative gross unrealized losses and impairment (370) (334)
Total carrying value of equity and other investments without readily determinable fair values 505  1,085 



Adjustments related to equity and other investments without readily determinable fair values for the years ended December 31, 2023 and 2022 were as follows:
Years ended
December 31, 2023 December 31, 2022
$ $
Balance, beginning of the period 1,085  543 
Adjustments related to equity and other investments without readily determinable fair values:
Purchases of equity and other investments 104  599 
Investments received as non-cash consideration in exchange for services 60  244 
Gross unrealized gains 10  20 
Sales of equity and other investments(1)
—  (13)
Gross unrealized losses and impairments(2)
(120) (308)
Transfers out of measurement alternative(3)
(634) — 
Balance, end of the period 505  1,085 
(1) During the year ended December 31, 2022, certain private investments were acquired by third-party investors resulting in the deemed sale of equity and other investments in the period. Any resulting realized gains or losses were presented as "Net realized (loss) gain on equity and other investments" in the consolidated statement of operations and comprehensive income (loss).
(2) During the year ended December 31, 2023, the Company identified observable price changes resulting in the remeasurement of private investments at fair value on a non-recurring basis. During the year ended December 31, 2022, the Company applied certain valuation methods based on information available, including the market approach and option pricing models in order to quantify the level of impairment recognized. The resulting unrealized losses and impairment were presented as "Net unrealized gain (loss) on equity and other investments" in the consolidated statement of operations and comprehensive income (loss).
(3) Effective September 20, 2023, the date of Klaviyo's initial public offering, the Company's investment in Klaviyo, Inc. no longer qualified for the use of the measurement alternative as $257 of the fair value of the investment became readily determinable. Additionally, the net settlement criteria was met for the Company's investment option to purchase Series B common shares resulting in $54 of the fair value being accounted for as a derivative.

As of December 31, 2023, included in the total $505 of equity and other investments without readily determinable fair values, $346 was remeasured at fair value and was classified within Level 3 of the fair value measurement hierarchy on a non-recurring basis.









23

Shopify Inc.
Notes to the Consolidated Financial Statements
(Expressed in US millions, except share and per share amounts)
Equity Method Investment

Shopify holds an equity method investment in Flexport which is presented within "Equity method investment" in the consolidated balance sheets and is carried at the amount of Shopify’s original investment, as adjusted each period for Shopify’s share of the investee’s income or loss and the basis difference amortization, which is the difference between the fair value of our investment in the company and the underlying equity in the net assets of the investee. Shopify's share of the investee’s income or loss and the basis difference amortization are reflected in Shopify's "Net loss on equity method investment" in the consolidated statement of operations and comprehensive income (loss).

Due to the timing of availability in the reporting of financial information from the investee, results are presented on a one-quarter lag. For the year ended December 31, 2023, our share of the loss in the investee for the period, including amortization of the basis difference, was $58.

The carrying value of the equity method investment as of December 31, 2023 was $780. As of December 31, 2022, Shopify's investment was not accounted for under the equity method and therefore the equity method investment was $nil.

Derivative Instruments and Hedging

As of December 31, 2023, the Company held foreign exchange forward contracts and options for USD, GBP and CAD with a total notional value of $473 (December 31, 2022 - $527), to fund a portion of its operations. The fair value of foreign exchange forward contracts and options was based upon Level 2 inputs, which included period-end mid-market quotations for each underlying contract as calculated by the financial institution with which the Company has transacted. The quotations are based on bid/ask quotations and represent the discounted future settlement amounts based on current market rates.

Derivative Instruments Designated as Hedges

The Company has a hedging program to mitigate the impact of foreign currency fluctuations on future cash flows and earnings. Under this program, the Company has entered into foreign exchange forward contracts and options with certain financial institutions and designated those hedges as cash flow hedges. The Company is hedging cash flows associated with payroll and facility costs.

The fair values of outstanding derivative instruments were as follows:
December 31, 2023 December 31, 2022
$ $
Level 2:
Foreign exchange forward contracts and options assets (classified in other current assets)
Foreign exchange forward contract liabilities (classified in accounts payable and accrued liabilities) 16 

24

Shopify Inc.
Notes to the Consolidated Financial Statements
(Expressed in US millions, except share and per share amounts)
Unrealized gains and losses related to changes in the fair value of foreign exchange forward contracts and options designated as cash flow hedges were as follows:
December 31, 2023 December 31, 2022
$ $
Unrealized gains
Unrealized losses —  (15)
Total net unrealized gains (losses) (14)

These unrealized gains and losses were included in "Accumulated other comprehensive income (loss)", "Other current assets" and "Accounts payable and accrued liabilities" on the consolidated balance sheets. These amounts are expected to be reclassified into earnings over the next twelve months.

Realized losses related to the maturity of foreign exchange forward contracts and options designated as cash flow hedges were as follows:
Years ended
December 31, 2023 December 31, 2022
$ $
Realized losses cost of revenues —  (1)
Realized losses in operating expenses (13) (22)
(13) (23)

Derivative Instruments Not Designated as Hedges

The Company holds an investment option to purchase 15,743,174 of Series B common shares of Klaviyo, Inc. at an exercise price of $88.93 with an expiration date of July 28, 2030. The options are fair valued quarterly under Level 3 of the fair value hierarchy as certain unobservable inputs are used within the Black-Scholes model as well as a discount for lack of marketability. The fair value of the options as of December 31, 2023, utilizing a discount for lack of marketability of 31%, was $122 (presented within "Equity and other investments" in the consolidated balance sheets), representing an unrealized gain of $68 for the year ended December 31, 2023 (presented as a component of "Net unrealized gain (loss) on equity and other investments").

7.Trade and Other Receivables

When revenue is recognized, the Company records a receivable that is included in trade and other receivables on the consolidated balance sheet. Trade receivables and unbilled revenues, net of allowance for credit losses, were as follows:
  December 31, 2023 December 31, 2022 January 1, 2021
$ $ $
Unbilled revenues, net 132  123  87 
Trade receivables, net 62  80  40 
Indirect taxes receivable 46  31  39 
Other receivables 27  23  13 
Accrued interest 15  16  13 
  282  273  192 

25

Shopify Inc.
Notes to the Consolidated Financial Statements
(Expressed in US millions, except share and per share amounts)
Unbilled revenues represent amounts not yet billed related to subscription fees for Plus merchants, transaction fees, shipping charges and partner referral fees as of the consolidated balance sheet date.

The allowance for credit losses reflects the Company's best estimate of probable losses inherent in the unbilled revenues and trade receivables accounts. The Company determined the provision based on known troubled accounts, historical experience, supportable forecasts of collectibility and other currently available evidence.

Activity in the allowance for credit losses was as follows:
Years ended
 
December 31, 2023
$
December 31, 2022
$
Balance, beginning of the year 16 
Provision for credit losses related to uncollectible receivables 17 
Write-offs (12) (8)
Balance, end of the year 13  16 

8.Loans and Merchant Cash Advances
    
December 31, 2023 December 31, 2022 January 1, 2022
$ $ $
Loans receivable, gross(1)
732  228  73 
Allowance for credit losses related to uncollectible loans receivable (60) (19) (3)
Merchant cash advances receivable, gross 180  420  439 
Allowance for credit losses related to uncollectible merchant cash advances receivable (36) (49) (38)
Loans and merchant cash advances, net 816  580  471 
(1) Included in the loans receivable gross balance as of December 31, 2023 is $10 of interest receivable (December 31, 2022 - $3, January 1, 2022 - $nil).

Certain loans and merchant cash advances are facilitated by the Company and originated by a bank partner, from whom the Company then purchases the loans and merchant cash advances obtaining all rights, title and interest or discount. In the years ended December 31, 2023 and 2022, these purchases added up to $1,966 and $512, respectively, of merchant cash advances and loans to Shopify merchants.

26

Shopify Inc.
Notes to the Consolidated Financial Statements
(Expressed in US millions, except share and per share amounts)

Loans

The following table summarizes the activities of the Company’s allowance for credit losses related to uncollectible loans receivable:
Years ended
December 31, 2023 December 31, 2022
$ $
Allowance, beginning of the year 19 
Provision for credit losses related to uncollectible loans receivable 60  21 
Loans receivable charged off, net of recoveries (19) (5)
Allowance, end of the year 60  19 

The following table presents the delinquency status of the gross amount of merchant loans by year of origination. The delinquency status is determined based on the number of days past the contractual or expected repayment date for which the Company anticipates to receive the amounts outstanding. The "current" category represents balances that are within 29 days of the contractual repayment dates, or within 29 days of the expected repayment date.
December 31, 2023
Total Percent
Current $ 696  95.1  %
30-59 Days 0.7  %
60-89 Days 0.3  %
90-179 Days 0.9  %
180+ Days 22  3.0  %
Total $ 732  100.0  %

December 31, 2022
Total Percent
Current $ 215  94.2  %
30-59 Days 0.9  %
60-89 Days 0.7  %
90-179 Days 1.6  %
180+ Days 2.6  %
Total $ 228  100.0  %

The Company maintains an internal monitoring list related to its outstanding loans. A merchant's ability and willingness to repay the financing receivables outstanding under the program is analyzed for a variety of factors that include, but are not limited to: current or expected age of the financing, merchant subscription or financing status, merchant GMV trends and other changes to merchant credit profiles. In March 2023, the Company modified its policy to charging off receivables outstanding under the program when the merchant receivable is included on its internal monitoring list for a period of 150 consecutive days (previously 90 consecutive days).
27

Shopify Inc.
Notes to the Consolidated Financial Statements
(Expressed in US millions, except share and per share amounts)

Merchant Cash Advances

The following table summarizes the activities of the Company’s allowance for credit losses related to uncollectible merchant cash advances receivable:
Years ended
December 31, 2023 December 31, 2022
$ $
Allowance, beginning of the period 49  38 
Provision for credit losses related to uncollectible merchant cash advances receivable 20  43 
Merchant cash advances receivable charged off, net of recoveries (33) (32)
Allowance, end of the period 36  49 

9.Other Current Assets

  December 31, 2023
$
December 31, 2022
$
Prepaid expenses 55  48 
Capitalized contract costs 47  27 
Deposits 31  34 
Other current assets 20  29 
Income taxes receivable 10 
Foreign exchange contracts
  169  144 

10.Property and Equipment
  December 31, 2023
Cost
$  
Accumulated depreciation and impairment
$
Net book
value
$
Leasehold improvements(1)
142  107  35 
Computer equipment 37  24  13 
Furniture and equipment 26  25 
  205  156  49 
(1) $12 of leasehold improvements were impaired and disposed of in the year ended December 31, 2023. See note 11 for details.


28

Shopify Inc.
Notes to the Consolidated Financial Statements
(Expressed in US millions, except share and per share amounts)

  December 31, 2022
 
Cost
$
Accumulated depreciation and impairment
$
Net book
value
$
Leasehold improvements(1)
182  104  78 
Computer equipment 40  17  23 
Fulfillment equipment 19  —  19 
Fulfillment robots 15 
Furniture and equipment 28  23 
  284  153  131 
(1) Included are $4 of leasehold improvements that were impaired and disposed of in the year ended December 31, 2022. See Note 11 for details.


During the year ended December 31, 2023, the Company disposed of and retired computer equipment with an original cost of $6 (December 31, 2022 - $15). There was no material gain or loss recognized in the consolidated statement of operations and comprehensive income (loss) as a result of the retirement and disposal of these assets.

The following table illustrates the classification of depreciation in the consolidated statement of operations and comprehensive income (loss):
Years ended
 
December 31, 2023
$
December 31, 2022
$
Cost of revenues
Sales and marketing
Research and development 13  18 
General and administrative
  28  36 

11.Leases

The Company has office and commercial leases in Canada, the United States, Singapore, Ireland and other countries in Europe and Asia. These leases have remaining lease terms of 1 year to 13 years, some of which include options to extend the leases for up to 5 years. All of the Company's leases are operating leases.

The components of lease expense were as follows:
Years ended
December 31, 2023 December 31, 2022
$ $
Operating lease expense 31  33 
Variable lease expense, including non-lease components 17  14 
Total lease expense 48  47 

29

Shopify Inc.
Notes to the Consolidated Financial Statements
(Expressed in US millions, except share and per share amounts)

As of December 31, 2023, the weighted average remaining lease term is 10 years and the weighted average discount rate is 3.4% (December 31, 2022 - 11 years and 4.9%, respectively).

Net sublease income for the year ended December 31, 2023 was $4 (December 31, 2022 - $3), which is recorded as an offset within the total lease expense disclosed above.

During the year ended December 31, 2023, as part of the sales of Shopify's logistics businesses, the Company's warehouse leases were assigned in connection with the divested businesses and are no longer recognized on the Company's consolidated balance sheets. However, the Company retained the guarantee of certain leases and entered into an indemnification agreement, governing the liability obligations in connection with these guarantees.

During the years ended December 31, 2023 and 2022, the Company identified leased office space for which it has ceased use. This resulted in impairment charges to its right-of-use assets and leasehold improvements. These impairment charges were determined by comparing the asset groups' fair values made up of the right-of-use assets and leasehold improvements, to their carrying values as of the impairment measurement date, as required under ASC 360, Property, Plant and Equipment. Fair value was determined based on the present value of the estimated future cash flows. These charges were recorded as general and administrative expenses in the consolidated statements of operations and comprehensive income (loss). In the year ended December 31, 2023, the Company recorded impairment charges related to its operating lease right-of-use assets and leasehold improvements of $38 (December 31, 2022 - $84).

During the year ended December 31, 2022, the Company terminated portions of leased office space consisting of leases recognized on the consolidated balance sheet as well as future committed lease space. The terminations resulted in gains of $3 which is recorded as an offset within the total lease expense disclosed above.

Maturities of lease liabilities as of December 31, 2023 were as follows:
Fiscal Year Operating Leases
$
2024 53 
2025 57 
2026 34 
2027 49 
2028 48 
Thereafter 241 
Total future minimum payments 482 
Minimum payments related to variable lease payments, including non-lease components (203)
Imputed interest (45)
Total operating lease liabilities 234 

Operating lease maturity amounts included in the table above do not include sublease proceeds expected to be received under our various sublease agreements with third parties. Under the agreements initiated with third parties, the Company expects to receive sublease proceeds of $7 in 2024 and $27 thereafter.

During the year ended December 31, 2023 the Company recognized $22 of operating lease liabilities arising from obtaining operating lease right-of-use assets (December 31, 2022 - $265). The Company paid $34 for amounts included in the measurement of operating lease liabilities included in cash flow from operating activities (December 31, 2022 - $40).

30

Shopify Inc.
Notes to the Consolidated Financial Statements
(Expressed in US millions, except share and per share amounts)

12.Intangible Assets
  December 31, 2023
  Cost
$
Accumulated amortization
$
Net book
value
$
Acquired technology 65  38  27 
Other intangible assets
Software development costs 14  14  — 
Acquired customer relationships — 
  84  55  29 

  December 31, 2022
  Cost
$
Accumulated amortization
$
Net book
value
$
Acquired technology 449  94  355 
Other intangible assets
Software development costs 15  15  — 
Acquired customer relationships 37  29 
  510  120  390 

During the year December 31, 2023, the Company recognized an impairment of $307 of acquired technology, $27 of acquired customer relationships and $3 of other intangible assets as a result of the sales of Shopify's logistics businesses (see Note 4).

During the year ended December 31, 2023, the Company disposed of and retired software development costs, acquired technology and purchased software with a combined original cost of $440, primarily due to the sales of our logistics businesses (December 31, 2022 - $31). Other than the impairment charges noted above, there was no additional gain or loss recognized in the consolidated statement of operations and comprehensive income (loss) as a result of the retirement or disposal of these assets.
The following table illustrates the classification of amortization expense related to intangible assets in the consolidated statement of operations and comprehensive income (loss):
Years ended
 
December 31, 2023
$  
December 31, 2022
$
Cost of revenues 35  49 
Sales and marketing
  38  54 

31

Shopify Inc.
Notes to the Consolidated Financial Statements
(Expressed in US millions, except share and per share amounts)

Estimated future amortization expense related to intangible assets, as of December 31, 2023 is as follows:
Fiscal Year 
Amount
$
2024 13 
2025
2026
Thereafter — 
Total 18 

13.Goodwill

The Company's goodwill relates to acquisitions of various companies.

The Company recognized goodwill impairment of $1,438 in the year ended December 31, 2023 due to the sales of Shopify's logistics businesses (see Note 4), presented within "Impairment on sales of Shopify's logistics businesses" in the consolidated statement of operations and comprehensive income (loss).

The remaining goodwill was tested for impairment as part of the Company's annual impairment test as of September 30, 2023. The Company exercised its option to bypass the qualitative assessment pursuant to ASC 350, Intangibles - Goodwill and Other, and performed a quantitative analysis. The Company determined that the consolidated business is represented by a single reporting unit and concluded the estimated fair value of the reporting unit, determined using market capitalization, was greater than its carrying amount.

There were no indicators of impairment between September 30, 2023, the date which the Company completed its annual impairment test of goodwill, and December 31, 2023. No goodwill impairment was recognized on the remaining goodwill during the year ended December 31, 2023 or in the year ended December 31, 2022.

The gross changes in the carrying amount of goodwill as of December 31, 2023 and December 31, 2022 are as follows:
December 31, 2023 December 31, 2022
  $ $
Balance, beginning of the year 1,836  357 
Acquisition of Deliverr —  1,438 
Other acquisitions(1)
29  41 
Impairment on sales of Shopify's logistics businesses (1,438) — 
Balance, end of the year 427  1,836 
(1) During the years ended December 31, 2023 and 2022, the Company completed individually immaterial acquisitions that resulted in goodwill being recognized.

32

Shopify Inc.
Notes to the Consolidated Financial Statements
(Expressed in US millions, except share and per share amounts)

14.Accounts Payable and Accrued Liabilities
  December 31, 2023 December 31, 2022
$ $
Trade accounts payable and trade accruals 364  364 
Employee related accruals 55  68 
Indirect taxes payable 73  47 
Other payables and accruals 66  38 
Income taxes payable 18 
Foreign exchange forward contracts 16 
  579  542 


15.Deferred Revenue
    
Years ended
  December 31, 2023 December 31, 2022
$ $
Balance, beginning of the year 564  380 
Deferral of revenue 213  400 
Recognition of deferred revenue(1)
(279) (216)
Balance, end of the year 498  564 
(1) Includes impairment of deferred revenue due to the sales of Shopify's logistics businesses (see Note 4) during the year ended December 31, 2023.

December 31, 2023 December 31, 2022
$ $
Current portion 302  296 
Long-term portion 196  268 
498  564 

The opening balances of current and long-term deferred revenue were $217 and $163, respectively, as of January 1, 2022.

As of December 31, 2023, the long-term deferred revenue, excluding non-cash consideration received, will be recognized ratably over the remaining terms of the contracts with the customers, which range from two to three years.

The Company has received non-cash consideration in the form of equity investments in exchange for services to be rendered as part of strategic partnerships. As the Company is required to provide referral services and other services to support the partners' merchant offerings over the period of the performance obligations, revenue is deferred and recognized over time on a ratable basis over the expected terms of the contracts.

33

Shopify Inc.
Notes to the Consolidated Financial Statements
(Expressed in US millions, except share and per share amounts)

The table below summarizes the gross changes in deferred revenue associated with this non-cash consideration received for the years ended December 31, 2023 and 2022.

Years Ended
  December 31, 2023 December 31, 2022
$ $
Balance, beginning of the year 382  230 
Non-cash consideration received in exchange for services 60  273 
Revenue recognized related to non-cash consideration (158) (121)
Balance, end of the year 284  382 
Current portion 95  135 
Long term portion 189  247 
284  382 

The Company will recognize this revenue ratably over the remaining terms of the respective strategic partnership service agreements, which range from one to six years.

16.Convertible Senior Notes

In September 2020, the Company issued $920 aggregate principal amount of 0.125% convertible senior notes due 2025. The net proceeds from the issuance of the Notes were $908 after deducting underwriting fees and offering costs.

The interest on the Notes is payable semi-annually in arrears on May 1 and November 1 of each year, beginning on May 1, 2021. The Notes will mature on November 1, 2025, unless earlier redeemed or repurchased by the Company or converted pursuant to their terms.

The Notes have a conversion rate of 6.9440 Class A subordinate voting shares per one thousand dollars of principal amount of Notes, which is equivalent to a conversion price of approximately $144.01 per share, adjusted to give effect to the Share Split. The conversion rate is subject to adjustment following the occurrence of certain specified events, as set out or defined in the supplemental indenture governing the Notes. In addition, upon the occurrence of a make-whole fundamental change prior to the maturity date or upon our issuance of a notice of redemption, as set out or defined in the supplemental indenture governing the Notes, the Company will, in certain circumstances, increase the conversion rate by a number of additional Class A subordinate voting shares for a holder that elects to convert its Notes in connection with such make-whole fundamental change or during the relevant redemption period.

Prior to the close of business on the business day immediately preceding August 1, 2025, the Notes may be convertible at the option of the holders only under the following circumstances:

(1) during any calendar quarter commencing after March 31, 2021, and only during such calendar quarter, if the last reported sale price of the Class A subordinate voting shares on the New York Stock Exchange (the "NYSE") for at least 20 trading days (whether or not consecutive) in a period of 30 consecutive trading days ending on, and including, the last trading day of the immediately preceding calendar quarter is more than or equal to 130% of the conversion price for the Notes on each applicable trading day;

(2) during the ten business day period after any ten consecutive trading day period in which, for each trading day of that period, the trading price per one thousand dollars principal amount of Notes for each trading day was less than 98% of the product of the last reported sale price of the Class A subordinate voting shares on the NYSE and the conversion rate for the Notes on each such trading day;
34

Shopify Inc.
Notes to the Consolidated Financial Statements
(Expressed in US millions, except share and per share amounts)


(3) if the Company calls any or all of the Notes for optional redemption, clean-up redemption or tax redemption, at any time prior to the close of business on the second scheduled trading day immediately preceding the redemption date; or

(4) upon the occurrence of certain specified corporate events.

On or after August 1, 2025, until the close of business on the second scheduled trading day immediately preceding the maturity date, holders of the Notes may, at their option, convert all or any portion of their Notes regardless of the foregoing conditions.

Upon conversion, the Company can elect to settle in cash, Class A subordinate voting shares, or a combination of cash and Class A subordinate voting shares.

On or after September 15, 2023, the Company may, at its option, redeem for cash all or any portion of the Notes if the last reported sale price of the Company's Class A subordinate voting shares on the NYSE has been at least 130% of the conversion price then in effect for at least 20 trading days (whether or not consecutive) during any 30 consecutive trading day period (including the last trading day of such period) ending on, and including, the trading day immediately preceding the date on which the Company provides notice of redemption at a redemption price equal to 100% of the principal amount of the Notes to be redeemed, plus accrued and unpaid interest to, but excluding, the redemption date. No "sinking fund" is provided for the Notes.

The Company may redeem for cash all, but not less than all, of the Notes at any time if less than $80 aggregate principal amount of Notes remains outstanding at such time, at a redemption price equal to 100% of the principal amount of the Notes to be redeemed, plus accrued and unpaid interest to, but excluding, the redemption date.

The Company may redeem all, but not less than all, of the Notes if the Company has or would become obligated to pay to the holder of any Note additional amounts (which are more than a de minimis amount) as a result of a change in applicable Canadian tax laws or regulations after September 15, 2020 at a redemption price equal to 100% of the principal amount of the Notes to be redeemed, plus accrued and unpaid interest (including additional interest, if any) to, but excluding, the applicable redemption date but without reduction for applicable Canadian taxes (except in respect of certain excluded holders).

Upon the occurrence of a fundamental change (as set out or defined in the supplemental indenture governing the Notes) prior to the maturity date of the Notes, the Company, subject to limited exceptions, will be required to offer to purchase all of the Notes for cash at a price equal to 100% of the principal amount thereof, plus any accrued and unpaid interest thereon to, but excluding, the fundamental change purchase date.

The Notes are governed by customary terms and covenants, including that upon certain events of default occurring and continuing, either the Trustee or the holders of at least 25% in aggregate principal amount of the Notes then outstanding may declare 100% of the principal of, and accrued and unpaid interest on, all the Notes to be due and payable immediately.

The Notes are senior unsecured obligations and will rank senior in right of payment to any of the Company’s indebtedness that is expressly subordinated in right of payment to the Notes; equal in right of payment with the Company’s existing and future unsecured liabilities that are not so subordinated; effectively subordinated to any of the Company’s secured indebtedness to the extent of the value of the assets securing such indebtedness; and structurally junior to all indebtedness and other liabilities (including trade payables) of current or future subsidiaries of the Company.
35

Shopify Inc.
Notes to the Consolidated Financial Statements
(Expressed in US millions, except share and per share amounts)


The Company accounts for the Notes as a single unit of account on the balance sheet. The carrying value of the liability is represented by the face amount of the Notes, less total offering costs, plus any amortization of offering costs. Total offering costs upon issuance of the Notes were $12 and are amortized to interest expense using the effective interest rate method over the contractual term of the Notes. Interest expense is recognized at an annual effective interest rate of 0.38% over the contractual term of the Notes.

The net carrying amount of the outstanding Notes was as follows:
December 31, 2023 December 31, 2022
$ $
Principal 920  920 
Unamortized offering costs (4) (7)
Net carrying amount 916  913 

The following table sets forth the interest expense recognized related to the outstanding Notes:
Years ended
December 31, 2023 December 31, 2022
$ $
Contractual interest expense
Amortization of offering costs
Total interest expense related to the outstanding Notes

As of December 31, 2023, the estimated fair value of the Notes was approximately $865 (December 31, 2022 - $783). The estimated fair value was determined based on the last executed trade for the Notes of the reporting period in an over-the-counter market, which is considered as Level 2 in the fair value hierarchy.

17.Credit Facility

The Company has a revolving credit facility with Royal Bank of Canada for $8 CAD. The credit facility bears interest at the Royal Bank Prime Rate plus 0.30%. As of December 31, 2023 and December 31, 2022, the effective rate was 7.50% and 6.75%, respectively, and no cash amounts were drawn under this credit facility.

18.Contingencies

From time to time, the Company may become a party to litigation and subject to claims incidental to the ordinary course of business, including intellectual property claims, labour and employment claims and threatened claims, breach of contract claims, tax and other matters.

On August 31, 2022, a jury in the U.S. District Court for the District of Delaware returned a verdict finding that the Company infringed three web technology patents owned by Express Mobile, Inc. The Company has challenged the verdict through post-trial motions and the Plaintiff has moved for interest on the amount of the verdict.
36

Shopify Inc.
Notes to the Consolidated Financial Statements
(Expressed in US millions, except share and per share amounts)


The Company currently has no other known material pending litigation or claims. The Company is not aware of any other litigation matters or loss contingencies that would be expected to have a material adverse effect on the business, consolidated financial position, results of operations or cash flows.

19.Related Parties

In November 2023, the Company entered a commercial agreement with Flexport following the sale of the Shopify Logistics businesses in the second quarter of 2023. Under the terms of the commercial agreement, the Company will earn a share of revenues for orders processed or otherwise sent through services provided by the Company. Transactions between the Company and Flexport under the commercial agreement will be eliminated from the Company's share of income and loss in the investee, including amortization of the basis difference, presented as "Net loss on equity method investment" in the consolidated statement of operations and comprehensive income (loss).

In December 2023, the Company made a separate investment in Flexport with the purchase of convertible notes of $260. This investment is classified within "Equity and other investments" and the Company has elected to account for it using the fair value option.

20. Shareholders’ Equity

Founder Share

On June 7, 2022, the Company's shareholders approved an update to the Company's governance structure pursuant to a plan of arrangement under the Canada Business Corporations Act (the "Arrangement"). Under the terms of the Arrangement, on June 9, 2022 the Company created a new class of share, designated as the Founder share, and issued such Founder share to Tobias Lütke. The Founder share provides Mr. Lütke with a variable number of votes that, when combined with the Class B multiple voting shares (which are now described as Class B restricted voting shares as a result of the Company's updated governance structure) beneficially owned by him, his immediate family and his affiliates, will represent 40% of the aggregate voting power attached to all of the Company's outstanding shares.

Share Split

On June 7, 2022, the Company's shareholders approved a ten-for-one split of the Company's Class A subordinate voting shares and Class B restricted voting shares. Each shareholder of record on June 22, 2022 received nine additional Class A subordinate voting shares and Class B restricted voting shares, as applicable, for every one share held, distributed after close of trading on June 28, 2022. All share and per share amounts presented herein have been retrospectively adjusted to reflect the impact of the Share Split.

Common Stock Authorized
The Company is authorized to issue an unlimited number of Class A subordinate voting shares, an unlimited number of Class B restricted voting shares and one Founder share. The Class A subordinate voting shares have one vote per share, the Class B restricted voting shares have 10 votes per share and the Founder share has a variable number of votes per share. The Class B restricted voting shares are convertible into Class A subordinate voting shares on a one-for-one basis at the option of the holder. Class B restricted voting shares will also automatically convert into Class A subordinate voting shares in certain other circumstances. The Founder share cannot convert into either Class A subordinate voting shares or Class B restricted voting shares.

37

Shopify Inc.
Notes to the Consolidated Financial Statements
(Expressed in US millions, except share and per share amounts)

Preferred Shares Authorized

The Company is authorized to issue an unlimited number of preferred shares issuable in series. Each series of preferred shares shall consist of such number of shares and having such rights, privileges, restrictions and conditions as may be determined by the Company’s Board of Directors prior to the issuance thereof. Holders of preferred shares, except as otherwise provided in the terms specific to a series of preferred shares or as required by law, will not be entitled to vote at meetings of holders of shares.

Employee Compensation System

On September 1, 2022, the Company launched our flexible compensation program "Flex Comp", which provides employees with a single total compensation reward amount that is to be allocated between cash, stock options and RSUs at the discretion of the employees, subject to certain restrictions around minimum allocations of cash and stock-based compensation. The majority of the Company's employees were eligible and entered into Flex Comp, and all previously granted but unvested stock options and RSUs of these employees were forfeited in connection with the new system on September 1, 2022. The Company applied modification accounting resulting in stock-based compensation cost equal to, or greater than, the original grant date fair value of the modified awards being recognized as an operating expense over the requisite service period. The modification did not result in a one-time expense on the date Flex Comp was launched because none of the requisite service period had been completed as of that date. Employee elections for allocating their total compensation reward between cash and stock-based compensation currently occur on a quarterly basis, which may result in the split between cash and stock-based compensation varying from quarter to quarter.

Stock-Based Compensation

In 2008, the Board of Directors adopted and the Company’s shareholders approved the Legacy Option Plan. Immediately prior to the completion of the Company’s May 2015 Initial Public Offering ("IPO"), and in connection with the closing of the offering, each option outstanding under the Legacy Option Plan became exercisable for one Class B restricted voting share. Following the closing of the Company’s IPO, no further awards were made under the Legacy Option Plan. The Legacy Option Plan continues to govern awards granted thereunder.

The Company’s Board of Directors and shareholders approved a stock option plan, as well as a long term incentive plan, each of which became effective upon the closing of the Company's IPO on May 27, 2015. On May 30, 2018 and on May 26 2021, these plans were amended following approval from the Company’s Board of Directors and shareholders.

On July 8, 2022, the Company approved the issuance of rollover options, from the Company's treasury pool, under the Deliverr, Inc. 2017 Stock Option and Grant Plan, adopted on the closing of the acquisition of Deliverr.

The SOP allows for the grant of options to the Company’s officers, directors, employees and consultants. All options granted under the SOP will have an exercise price determined and approved by the Company’s Compensation and Talent Management Committee of the Board of Directors at the time of grant, which shall not be less than the market price of the Class A subordinate voting shares at such time. For purposes of the SOP, the market price of the Class A subordinate voting shares shall be the volume weighted average trading price of the Class A subordinate voting shares on the NYSE for the five trading days ending on the last trading day before the day on which the option is granted. Options granted under the SOP are exercisable for Class A subordinate voting shares. Both the vesting period and term of the options in the SOP are determined by the Compensation and Talent Management Committee of the Board of Directors at the time of grant. Options granted under the SOP between November 2017 and August 2022 have been approved with a three year vesting schedule with one-third vesting after one year and the remainder vesting evenly over the remaining 24 months.
38

Shopify Inc.
Notes to the Consolidated Financial Statements
(Expressed in US millions, except share and per share amounts)

As a result of Flex Comp, certain options in the aforementioned plans were forfeited and their associated vesting schedules were ended. For employees that allocated a portion of their new total compensation reward to obtain options, such options are granted quarterly and generally vest on a monthly basis over a period of three months.

The LTIP provides for the grant of share units, or LTIP Units, consisting of RSUs, performance share units (PSUs) and deferred share units (DSUs). Each LTIP Unit represents the right to receive one Class A subordinate voting share in accordance with the terms of the LTIP. Unless otherwise approved by the Compensation and Talent Management Committee of the Board of Directors, RSUs will vest as to 1/3 each on the first, second and third anniversary dates of the date of grant. RSUs granted between November 2017 and August 2022 have been approved with three-year vesting schedules. As a result of Flex Comp, certain RSUs were forfeited and their associated vesting schedules were ended. For employees that allocated a portion of their new total compensation reward to obtain RSUs, the RSUs are granted quarterly and generally vest on a monthly basis over the period of three months. A PSU participant’s grant agreement will describe the performance criteria established by the Company’s Compensation and Talent Committee of the Board of Directors that must be achieved for PSUs to vest to the PSU participant, provided the participant is continuously employed by or in the Company’s service or the service or employment of any of the Company’s affiliates from the date of grant until such PSU vesting date. As of December 31, 2023, there have been nil PSUs granted. DSUs are granted solely to non-employee directors of the Company, at their option, in lieu of their Board retainer fees. DSUs will vest upon a director ceasing to act as a director.

The maximum number of Class A subordinate voting shares reserved for issuance, in the aggregate, under the Company's SOP and the LTIP was initially equal to 37,436,920 Class A subordinate voting shares, adjusted to give effect to Share Split. The number of Class A subordinate voting shares available for issuance, in the aggregate, under the SOP and the LTIP will be automatically increased on January 1st of each year, beginning on January 1, 2016 and ending on January 1, 2026, in an amount equal to 5% of the aggregate number of outstanding Class A subordinate voting shares and Class B restricted voting shares on December 31st of the preceding calendar year. As of January 1, 2024, there were 423,152,823 shares available for issuance under the Company's SOP and LTIP.

39

Shopify Inc.
Notes to the Consolidated Financial Statements
(Expressed in US millions, except share and per share amounts)

The following table summarizes the stock option and RSU award activities under the Company's share-based compensation plans for the years ended December 31, 2023 and 2022:



Shares Subject to Options Outstanding Outstanding RSUs
Number of Options(1)
Weighted Average Exercise Price
$
Remaining Contractual Term (in years)
Aggregate Intrinsic Value(2)
$
Weighted Average Grant Date Fair Value
$
Outstanding RSUs Weighted Average Grant Date Fair Value
$
December 31, 2021 11,538,665  34.52 5.67 1,191  —  8,438,183  107.63 
Stock options granted 7,432,555  35.61 —  —  24.83  —  — 
Stock options exercised (3,126,869) 5.61 —  —  —  —  — 
Stock options forfeited (1,835,590) 72.65 —  —  —  —  — 
RSUs granted —  —  —  —  22,100,197  44.44 
RSUs settled —  —  —  —  (7,380,507) 63.86 
RSUs forfeited —  —  —  —  (12,938,967) 75.11 
December 31, 2022 14,008,761  36.55 6.71 195  —  10,218,906  43.74 
Stock options granted 3,133,704  57.89  —  —  30.08  —  — 
Stock options exercised (3,915,216) 15.04  —  —  —  —  — 
Stock options forfeited (1,764,618) 35.57  —  —  —  —  — 
RSUs granted —  —  —  —  —  5,262,115  57.84 
RSUs settled —  —  —  —  —  (7,288,043) 45.64 
RSUs forfeited —  —  —  —  —  (4,114,500) 43.79 
December 31, 2023 11,462,631  49.88 7.09 406  —  4,078,478  58.50 
Stock options exercisable as of December 31, 2023 7,694,330  44.96 6.13 316 
(1) As of December 31, 2023 549,110 of the outstanding stock options were granted under the Company's Legacy Option Plan and are exercisable for Class B restricted voting shares, 10,801,400 of the outstanding stock options were granted under the Company's Stock Option Plan and are exercisable for Class A subordinate voting shares, and 112,121 of the outstanding stock options were granted under the Deliverr 2017 Stock Option and Grant Plan and are exercisable for Class A subordinate voting shares.
(2) The aggregate intrinsic value is calculated as the difference between the exercise price of the underlying stock option awards and the closing market price of the Company's Class A subordinate voting shares as of December 31, 2023 and December 31, 2022.

As of December 31, 2023 the Company had issued 13,517 DSUs under its LTIP.
The total intrinsic value of stock options exercised and RSUs settled during the years ended December 31, 2023 and 2022 was $564 and $465, respectively. The aggregate intrinsic value of options exercised is calculated as the difference between the exercise price of the underlying stock option awards and the market value on the date of exercise.
As of December 31, 2023 and 2022, there was $261 and $492, respectively, of remaining unamortized compensation cost related to unvested stock options and RSUs granted to the Company’s employees. This cost will be recognized over an estimated weighted-average remaining period of 1.68 years. Total unamortized compensation cost will be adjusted for future changes in estimated forfeitures.



40

Shopify Inc.
Notes to the Consolidated Financial Statements
(Expressed in US millions, except share and per share amounts)

Stock-Based Compensation Expense

All share-based awards are measured based on the grant date fair value of the awards and recognized in the consolidated statement of operations and comprehensive income (loss) over the period during which the employee is required to perform services in exchange for the award (generally the vesting period of the award).

The Company estimates the fair value of stock options granted using the Black-Scholes option valuation model, which requires assumptions, including the fair value of the Company's underlying common stock, expected term, expected volatility, risk-free interest rate and dividend yield of the Company's Class A subordinate voting shares. These estimates involve inherent uncertainties and the application of management’s judgment. If factors change and different assumptions are used, share-based compensation expense could be materially different in the future.
    
These assumptions are estimated as follows:

•Fair Value of Common Stock. The Company uses the five-day volume weighted average price for its Class A subordinate voting shares as reported on the New York Stock Exchange.

•Expected Term. The Company determines the expected term based on the average period the stock options are expected to remain outstanding. The Company bases the expected term assumptions on its historical behavior combined with estimates of the post-vesting holding period.

•Expected Volatility. The Company determines the price volatility factor based on the Company's historical volatility over the expected term of the stock options.

•Risk-Free Interest Rate. The Company bases the risk-free interest rate used in the Black-Scholes valuation model on the yield available on U.S. Treasury zero-coupon issues with an equivalent remaining term of the stock options for each stock option group.

•Expected Dividend. The Company has not paid and does not anticipate paying any cash dividends in the foreseeable future and, therefore, uses an expected dividend yield of zero in the option pricing model.
The grant weighted average assumptions used to estimate the fair value of stock options granted to employees were as follows:    
Years ended
December 31, 2023 December 31, 2022
Expected volatility 68.0  % 63.3  %
Risk-free interest rate 4.39  % 2.90  %
Dividend yield Nil Nil
Average expected term 3.83 3.65

In addition to the assumptions used in the Black-Scholes option valuation model, the Company also estimates a forfeiture rate to calculate the share-based compensation expense for our awards. The Company's forfeiture rate is based on an analysis of its actual forfeitures. The Company will continue to evaluate the appropriateness of the forfeiture rate based on actual forfeiture experience, analysis of employee turnover, and other factors. Changes in the estimated forfeiture rate can have a significant impact on share-based compensation expense as the cumulative effect of adjusting the rate is recognized in the period the forfeiture estimate is changed. If a revised forfeiture rate is higher/lower than the previously estimated forfeiture rate, an adjustment is made that will result in an increase/decrease to the share-based compensation expense recognized in the consolidated financial statements.
41

Shopify Inc.
Notes to the Consolidated Financial Statements
(Expressed in US millions, except share and per share amounts)


The following table illustrates the classification of stock-based compensation in the consolidated statement of operations and comprehensive income (loss), which includes both stock-based compensation and restricted share-based compensation expense:    
Years ended
December 31, 2023 December 31, 2022
$ $
Cost of revenues
4 9
Sales and marketing(1)
56 63
Research and development(1)
481 386
General and administrative
74 91
615 549
(1) Includes accelerated stock-based compensation of $5 and $164 in sales and marketing and research and development, respectively, during the year ended December 31, 2023.

21.Changes in Accumulated Other Comprehensive Income (Loss)

The following table summarizes the changes in accumulated other comprehensive income (loss), which is reported as a component of shareholders’ equity, for the years ended December 31, 2023 and 2022:
Accumulated Other Comprehensive Income (Loss)
Years ended
December 31, 2023 December 31, 2022
$ $
Balance, beginning of the year (16) (6)
Other comprehensive income (loss) before reclassifications (33)
Loss on cash flow hedges reclassified from accumulated other comprehensive income (loss) to earnings:
Cost of revenues — 
Sales and marketing
Research and development 13 
General and administrative
Other comprehensive income (loss), net of tax 20  (10)
Balance, end of the year (16)

42

Shopify Inc.
Notes to the Consolidated Financial Statements
(Expressed in US millions, except share and per share amounts)

22.Income Taxes

The domestic and foreign components of income (loss) before income taxes and (provision for) recovery of income taxes were as follows:
Years ended
December 31, 2023 December 31, 2022
$ $
Income (loss) before income taxes
Domestic 599  (2,553)
Foreign (414) (1,070)
185  (3,623)
Current income tax (expense) recovery
Domestic — 
Foreign (55) (24)
(54) (24)
Deferred income tax recovery (expense)
Domestic (2) 180 
Foreign
187 
(Provision for) recovery of income taxes (53) 163 

The reconciliation of the expected income tax (expense) recovery calculated using the statutory tax rate to the actual (provision for) recovery of income taxes reported in the consolidated statements of operations and comprehensive income (loss) for the years ended December 31, 2023 and 2022 is as follows:     
Years ended
  December 31, 2023 December 31, 2022
$ $
Income (loss) before income taxes 185  (3,623)
Expected income tax (expense) recovery at Canadian statutory income tax rate of 26.5% (2022 - 26.5%)
(49) 960 
Permanent differences
Net unrealized gain (loss) on equity and other investments 276  (419)
Sales of businesses 195  — 
Canadian taxes on foreign earnings (51) — 
Stock-based compensation (74) (18)
Other permanent differences (6) (11)
Foreign tax rate differential 48  36 
Tax credits recognized during the year 21  17 
Change in valuation allowance (409) (397)
Other items (4) (5)
(Provision for) recovery of income taxes (53) 163 

43

Shopify Inc.
Notes to the Consolidated Financial Statements
(Expressed in US millions, except share and per share amounts)

The significant components of the Company’s deferred income tax assets and liabilities as of December 31, 2023 and 2022 were as follows:     
  December 31, 2023 December 31, 2022
$ $
Deferred tax assets    
Tax loss carryforwards 806  435 
Accruals and reserves 98  90 
Tax credits 84  57 
Capital and intangible assets 39  35 
Stock-based compensation expense 34  54 
Research and development expenditures 156  88 
Lease liabilities 74  130 
Share issuance costs 10 
Other deferred tax assets — 
Total deferred tax assets, before valuation allowance 1,297  899 
Valuation allowance (1,039) (630)
Total deferred tax assets 258  269 
Deferred tax liabilities    
Equity and other investments (77) (23)
Outside basis difference of foreign subsidiaries (104) (24)
Lease assets (29) (90)
Intangible assets (6) (104)
Other deferred tax liabilities (4) (3)
Total deferred tax liabilities (220) (244)
Total deferred tax assets, net 38  25 

During the year ended December 31, 2023, the Company assessed whether a valuation allowance should be established or maintained against its deferred tax assets, based on consideration of all available positive and negative evidence, using a "more-likely-than-not" standard. The factors the Company uses to assess the likelihood of realization are its recent operating results, historical losses and the cumulative losses, forecasts of future pre-tax income, and tax planning strategies that could be implemented to realize the deferred tax assets.

The Company had a provision for income taxes of $53 in the year ended December 31, 2023, primarily on account of earnings in jurisdictions outside of North America.

As a result of the application of the Company's tax rates to the results of ongoing operations, other discrete items primarily related to unrealized non-deductible losses on equity and other investments, share-based compensation, and change in valuation allowance related to deferred tax assets in Canada as well as the United States, the Company had a recovery for income taxes of $163 in the year ended December 31, 2022.

During the year ended December 31, 2022, and following the reversal of a large portion of the unrealized gains on the Company’s equity and other investments, a valuation allowance was recorded against the excess of the Company's Canadian deferred income tax assets relative to its deferred income tax liabilities as the Company has a history of operating losses.
44

Shopify Inc.
Notes to the Consolidated Financial Statements
(Expressed in US millions, except share and per share amounts)


The Company receives a development and expansion incentive under the International Headquarters Award in Singapore. The incentives granted by the authorities to the Company expires March 31, 2026 and provide a concessionary tax rate of 5% to earnings in excess of the base income threshold. As a result of the incentive, the Company received an aggregate tax benefit of $9 during the year ended December 31, 2023 and $2 during the year ended December 31, 2022.

The Company had no material uncertain income tax positions for the years ended December 31, 2023 and 2022. The Company's accounting policy is to recognize interest and penalties related to uncertain tax positions as a component of income tax expense. In the years ended December 31, 2023 and 2022, there was no material interest or penalties related to uncertain tax positions.

The Company remains subject to audit by the relevant tax authorities for the years ended 2016 through 2023.

Investment tax credits, which are earned as a result of qualifying R&D expenditures, are recognized and applied to reduce income tax expense in the year in which the expenditures are made and their realization is reasonably assured.

As of December 31, 2023 and 2022, the Company had Canadian and U.S. federal unused non-capital tax losses of approximately $500 and $1,220, respectively. In addition, as of December 31, 2023 and 2022, the Company had unused non-capital tax losses in various U.S. states of approximately $1,507 and $1,766, respectively. As of December 31, 2023, $347 and $59 of the federal and state non-capital tax losses, respectively, have no expiry. The remaining non-capital tax losses of $153 and $1,448, respectively, are due to expire between 2029 and 2042. As of December 31, 2023, the Company also has $764 of capital losses in Canada that do not expire as well as $1,679 of capital losses in the U.S. that begin to expire in 2028. In addition, as of December 31, 2023 and 2022, the Company had an undeducted Canadian R&D expenditure balance totaling $226 and $141, respectively, which does not expire. As of December 31, 2023 and 2022, the Company had tax credits of $104 and $70, respectively. The U.S federal tax credits will begin to expire in 2034 if unused and the U.S. state R&D credits will begin to expire starting in 2031. The Canadian investment tax credits are due to expire between 2039 and 2043.






45

Shopify Inc.
Notes to the Consolidated Financial Statements
(Expressed in US millions, except share and per share amounts)

23.Net Income (Loss) per Share

The Company applies the two-class method to calculate its basic and diluted net loss per share as Class A subordinate voting shares and Class B restricted voting shares are participating securities with equal participation rights and are entitled to receive dividends on a share for share basis. The Company uses the treasury stock method and if-converted method for calculating the effect of dilutive potential common stock from employee stock options and employee RSUs and from its Notes, respectively.

The following table summarizes the reconciliation of the basic weighted average number of shares outstanding and the diluted weighted average number of shares outstanding:    
Years ended
December 31, 2023 December 31, 2022
Numerator:
Net income (loss) $ 132  $ (3,460)
After tax effect of debt interest(1)
— 
Net income (loss) after tax effected debt interest $ 133  $ (3,460)
Denominator:
Basic weighted average number of shares outstanding
1,281,554,559 1,266,268,155
Weighted average effect of dilutive securities:
Stock options 4,586,659
Restricted share units 2,974,367
Convertible senior notes 6,388,480
Deferred share units 7,320
Diluted weighted average number of shares
1,295,511,385 1,266,268,155
Net income (loss) per share:
Basic
$ 0.10  $ (2.73)
Diluted
$ 0.10  $ (2.73)
Common stock equivalents excluded from net income (loss) per diluted share because they are anti-dilutive:
Stock options 150,558 14,008,761 
Restricted share units 1,058,628 10,218,906 
Convertible senior notes 6,388,480 
Deferred share units 11,413 
1,209,186 30,627,560 
(1) When the Notes are dilutive, the after tax effect of debt interest is added back to net income to calculate diluted net income per share.
46

Shopify Inc.
Notes to the Consolidated Financial Statements
(Expressed in US millions, except share and per share amounts)


24.Segment and Geographical Information
    
The Company has determined that it operates in a single operating and reportable segment.

The following table presents total external revenues by geographic location, based on the location of the Company’s merchants:
Years ended
  December 31, 2023 December 31, 2022
 
$  
%  
$  
%  
North America
Canada 388  % 346  %
United States 4,649  66  % 3,720  67  %
EMEA 1,255  18  % 917  16  %
APAC 699  10  % 553  10  %
Latin America 69  % 64  %
Total Revenue(1)
7,060  100  % 5,600  100  %
(1) Total revenue includes $147 and $46 for the years ended December 31, 2023 and 2022, respectively, which do not represent revenues recognized in the scope of ASC 606, Revenue from Contracts with Customers. These revenues relate to interest and fees earned from certain lending services.

The following table presents the total net book value of the Company’s long-lived physical assets by geographic location:
  December 31, 2023 December 31, 2022
 
$  
%  
$  
%  
Canada 42  86  % 55  42  %
United States 10  % 57  44  %
Rest of World % 19  14  %
  49  100.0  % 131  100  %

25.Reduction in Workforce

In May 2023, the Company reduced headcount by approximately 23% of employees across the Company ("2023 Reduction in Workforce"). The Company incurred and paid $148 in total severance related costs in the year ended December 31, 2023.

The 2023 Reduction in Workforce costs recorded for severance related costs in the year ended December 31, 2023 were as follows:

Sales and marketing $ 28
Research and development 102
General and administrative 18
$ 148


47
EX-99.3 4 exhibit13mdaq42023.htm EX-99.3 Document


EXHIBIT 1.3

MANAGEMENT’S DISCUSSION AND ANALYSIS
February 13, 2024

In this Management's Discussion and Analysis ("MD&A"), "we", "us", "our", "Shopify" and "the Company" refer to Shopify Inc. and its consolidated subsidiaries, unless the context requires otherwise. In this MD&A, we present Shopify's results of operations for the fourth quarter and the fiscal years ended December 31, 2023, 2022, and 2021, our cash flows for the fiscal years ended December 31, 2023 and 2022, and our financial position as of December 31, 2023. You should read this MD&A together with our sets of audited consolidated financial statements and the accompanying notes for the fiscal years ended December 31, 2023, 2022, and 2021. Additional information regarding Shopify, including our 2023 annual information form ("AIF") and our annual report on Form 40-F for the year ended December 31, 2023, is available on our website at www.shopify.com, or at www.sedarplus.ca and www.sec.gov.

Our audited consolidated financial statements have been prepared in accordance with accounting principles generally accepted in the United States of America ("U.S. GAAP"). All amounts are in U.S. dollars ("USD") except where otherwise indicated. Beginning in the first quarter of 2023, we began reporting all dollar amounts in millions.
Our MD&A is intended to enable readers to gain an understanding of Shopify’s results of operations, cash flows and financial position. To do so, we provide information and analysis comparing our results of operations, cash flows and financial position for the most recently completed period with the same period from the preceding fiscal year. We also provide analysis and commentary that we believe will help investors assess our future prospects. In addition, we provide “forward-looking statements” that are not historical facts, but that are based on our current estimates, beliefs and assumptions and which are subject to known and unknown important risks, uncertainties, assumptions and other factors that could cause actual results to differ materially from current expectations. Forward-looking statements are intended to assist readers in understanding management's expectations as of the date of this MD&A and may not be suitable for other purposes. See “Forward-looking Statements” below.
In this MD&A, references to our “solutions” means the combination of products and services that we offer to merchants, and references to “our merchants” as of a particular date means the total number of unique shops that are paying for a subscription to our platform.

Forward-looking Statements

This MD&A contains forward-looking statements under the provisions of the U.S. Private Securities Litigation Reform Act of 1995, Section 27A of the U.S. Securities Act of 1933, as amended, and Section 21E of the U.S. Securities Exchange Act of 1934, as amended (the "Exchange Act"), and forward-looking information within the meaning of applicable Canadian securities legislation.

In some cases, you can identify forward-looking statements by words such as "may", "will", "could", "expects", "further", "plans", "anticipates", "believes", "potential", "continue", "estimate", "assumes", "intends", or the negative of these terms or other similar words. In addition, any statements or information that refer to expectations, beliefs, plans, projections, objectives, performance or other characterizations of future events or circumstances, including any underlying assumptions, are forward-looking. In particular, forward-looking statements in this MD&A include, but are not limited to, statements about:

•our expectation that we will continue to work with Flexport, Inc. ("Flexport") to optimize logistics offerings to support our merchants and that Flexport will continue to develop fulfillment offerings for our merchants;
1






•our expectation that we continue leveraging data for the benefit of our merchants with critical safeguards in place to ensure privacy, security, and compliance;
•our exploration of new ways to accelerate checkout;
•our ability to make it easier for merchants to manage their storefronts via their mobile devices;
•whether a merchant using Shopify will ever need to re-platform;
•the continued growth of our app developer, theme designer and partner ecosystem and the effect on the growth of our merchant base;
•the continued expansion of the number of channels for merchants to transact through;
•our plan to continue making investments in our business to drive future growth;
•the impact of the sales of our logistics businesses, including the impact of such sales on gross profit and research and development expenses and the comparability of revenues, gross margin and operating expenses;
•our expectation that the continued growth of merchant solutions may cause a decline in our overall gross margin percentage and that the costs of our merchants' solutions will increase with growth in volumes processed with the expansion of Shopify Payments internationally;
•our expectation that as a result of the continued growth of our merchant solutions offerings, seasonality will continue to affect our quarterly results and our business may become more seasonal in the future, and that historical patterns may not be a reliable indicator of our future performance;
•our expectation that our results of operations and comparability of our quarterly results could be impacted by foreign currency fluctuations as our operations continue to expand internationally and that our foreign currency hedging program will help to mitigate these fluctuations;
•our expectation that the cost of subscription solutions will increase in absolute dollars as we continue to invest in growing our business, and as the number of merchants utilizing the platform increases along with the costs of supporting those merchants;
•our expectation that our subscription solutions gross margin percentage will fluctuate modestly based on the mix of subscription plants that our merchants select and the timing of expenditures related to infrastructure expansion project;
•our expectation that operating expenses, including sales and marketing, research and development and general and administrative costs, will increase over time, but eventually decline as a percentage of total revenues;
•our expectation that transaction and loan losses will increase in absolute dollars over time;
•our expectation that as we continue to roll out local currency billing options in geographies outside of North America, a decrease in the value of other currencies relative to the USD will negatively impact our reported subscription revenue and Monthly Recurring Revenue ("MRR");
•our expectation that over time, any impact to MRR from local currency billing and localized pricing will be offset by reduced friction and an enhanced in-market experience, which we anticipate will attract more merchants to our platform and our merchant solutions;
•our expectation that any short-term impact from any free or paid trial experiences will drive long-term benefits in the form of more merchants on our platform, an increase in MRR once these cohorts of merchants convert to standard Shopify plans, and increase use of our merchant solutions;
•the change in fair value of certain equity and other investments which may fluctuate period to period, and may cause volatility to our earnings;
•our expectation that our share of income and loss from equity investments accounted for under the equity method may cause volatility to our earnings;
•our expectation that we will continue to see an overall trend where merchant solutions revenue make up an increasing component of total revenues over time, most notably in the fourth quarter due to higher holiday volume;
our belief that we have sufficient liquidity to meet our current and planned financial obligations over the next 12 months;
•our future financing requirements and the availability of capital;
•the future value of our investment income, in particular as a result of changes in interest rates, fair value or due to observable changes in price or impairments;
•the fair market value of the Company's 0.125% convertible senior notes due 2025 (the "Notes") as a result of changes in interest rates or the price of our Class A subordinate voting shares;
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•expected credit losses as a result of macroeconomic factors;
•our expectations regarding contractual obligations and contingencies;
•future transactions and the availability of financings related to such transactions;
•our expectation that existing off-balance sheet arrangements, and any obligations arising from such arrangements will not have a material impact on our current or future financial performance of financial condition;
•the impact of inflation on our costs and operations and on our merchants sales;
•our accounting estimates, allowances, provisions, and assumptions made in the preparation of our financial statements; and
•our expectations regarding the impact of recently adopted accounting standards.

The forward-looking statements contained in this MD&A are based on our management’s perception of historic trends, current conditions and expected future developments, as well as other assumptions that management believes are appropriate in the circumstances, which include, but are not limited to:

•our ability to increase the functionality of our platform;
•our ability to offer more sales channels that can connect to the platform;
•our belief in the increasing importance of a multi-channel platform that is both fully integrated and easy to use;
•our belief that awareness among buyers that Shopify provides a superior and secure checkout experience is an additional advantage for our merchants;
•our belief that commerce transacted over mobile will continue to grow more rapidly than desktop transactions;
•our ability to expand our merchant base, retain revenue from existing merchants as they grow their businesses, and increase sales to both new and existing merchants;
•our belief that ecommerce growth will proceed at a normalized rate in 2024, supported by continued penetration of retail by ecommerce, subject to inflationary or other macroeconomic pressures on our merchants and their buyers;
•our ability to manage our growth effectively;
•our ability to enhance and protect our intellectual property rights;
•our belief that our merchant solutions make it easier for merchants to start a business and grow on our platform by passing our economies of scale on to merchants;
•our ability to develop new solutions to extend the functionality of our platform and provide a high level of merchant service and support;
•our ability to build with a focus on long-term value;
•our ability to hire, retain and motivate qualified personnel;
•our ability to enhance our ecosystem and partner programs, and the assumption that this will drive growth in our merchant base, further accelerating growth of the ecosystem;
•our belief that our strategic investments and acquisitions will increase our revenue base, improve the retention of this base and strengthen our ability to increase sales to our merchants and help drive our growth;
•our ability to achieve our revenue growth objectives while controlling costs and expenses, and our ability to achieve or maintain profitability;
•our belief that MRR is most closely correlated with the long-term value of our merchant relationships;
•our belief that Attach Rate provides a useful measure of our ability to provide unified commerce solutions to our merchants and the traction of those products;
•our assumptions regarding the principal competitive factors in our markets;
•our ability to predict future commerce trends and technology;
•our assumptions that higher margin solutions such as Shopify Capital will continue to grow through increased adoption and international expansion;
•our expectation that Shopify Payments will continue to expand internationally;
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•our belief that our investments in sales and marketing initiatives will continue to be effective in growing the number of merchants using our platform, in retaining revenue from existing merchants and in increasing revenues from both;
•our ability to develop processes, systems and controls to enable our internal support functions to scale with the growth of our business;
•our ability to hire, retain and motivate qualified personnel and to manage our operations in a remote-first model;
•our expectations regarding the impact of litigation matters or loss contingencies on our business, financial positions, results of operations or cash flows;
•our ability to protect against currency, interest rate, investment, concentration of credit and inflation risks;
•our assumptions as to our future expenses and financing requirements;
•our assumptions as to our critical accounting policies and estimates; and
•our assumptions as to the effects of accounting pronouncements to be adopted.

Factors that may cause actual results to differ materially from current expectations may include, but are not limited to, risks and uncertainties that are discussed in greater detail in the "Risk Factors" section of our AIF for the year ended December 31, 2023 and elsewhere in this MD&A, including but not limited to risks relating to:

•sustaining our rapid growth;
•managing our growth;
•our potential inability to compete successfully against current and future competitors;
•the security of personal information we store relating to merchants and their buyers, as well as consumers with whom we have a direct relationship including users of our apps;
a cyberattack or security breach;
•our ability to innovate;
the impact of worldwide economic conditions, including the resulting effect on spending by small and medium-sized businesses or their buyers;
•our current reliance on a few suppliers to provide the technology we offer through Shopify Payments;
•the reliance of our growth in part on the success of our strategic relationships with third parties;
•our limited operating history in new and developing markets and new geographic regions;
•international sales and operations and the use of our platform in various countries;
•our potential inability to hire, retain and motivate qualified personnel, including key personnel;
•our reliance on third-party cloud providers to deliver our services;
•complex and changing laws and regulations worldwide;
•our dependence on the continued services and performance of our senior management and other key employees;
•payments processed through Shopify Payments, Shop Pay Installments, or payments processed or funds managed through Shopify Balance;
•our potential failure to effectively maintain, promote and enhance our brand;
•our history of losses and our efforts to maintain profitability;
•serious errors or defects in our software or hardware;
•evolving privacy laws and regulations, cross-border data transfer restrictions, data localization requirements and other domestic or foreign regulations that may limit the use and adoption of our services;
•acquisitions and investments, including strategic investments and fluctuations in the fair value of our equity and other investment holdings and fluctuations in our share of income and loss from equity method investment;
•risks associated with Shopify Capital and other financing and lending products offered to merchants;
•our potential inability to achieve or maintain data transmission capacity;
•potential claims by third parties of intellectual property infringement or other third party or governmental claims, litigation, disputes, or other proceedings;
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•activities of merchants or partners or the content of merchants' shops and our ability to detect and address unauthorized activity on our platform;
unanticipated changes in tax laws or adverse outcomes resulting from examination of our income or other tax returns;
•being required to collect federal, state, provincial or local business taxes, sales and use taxes or other indirect taxes in additional jurisdictions on transactions by our merchants;
changes to technologies used in our platform or new versions or upgrades of operating systems and internet browsers;
•our potential inability to obtain, maintain and protect our intellectual property rights and proprietary information or prevent third parties from making unauthorized use of our technology;
•our pricing decisions and changes to our pricing models for our solutions;
•our use of open source software;
•seasonal fluctuations in our operating results;
•exchange rate fluctuations that may negatively affect our results of operations;
•our dependence upon buyers’ and merchants’ access to, and willingness to use, the internet for commerce;
•provisions of our financial instruments including the Notes;
•our potential inability to raise additional funds as may be needed to pursue our growth strategy or continue our operations, on favorable terms or at all;
•our tax loss carryforwards;
•ownership of our shares;
•our ability to maintain an effective system of internal controls over financial reporting;
•the perceived impact of return on investment without issuing a dividend;
•our status as a foreign private issuer and the laws applicable to us as a foreign private issuer;
•the impact of provisions of Canadian law applicable to us; and
•provisions of our constating and charter documents.


Although we believe that the plans, intentions, expectations, assumptions and strategies reflected in our forward-looking statements are reasonable, these statements relate to future events or our future financial performance, and involve known and unknown risks, uncertainties and other factors which are, in some cases, beyond our control. If one or more of these risks or uncertainties occur, or if our underlying assumptions prove to be incorrect, actual results may vary significantly from those implied or projected by the forward-looking statements. No forward-looking statement is a guarantee of future results. You should read this MD&A and the documents that we reference in this MD&A completely and with the understanding that our actual future results may be materially different from any future results expressed or implied by these forward-looking statements.

The forward-looking statements in this MD&A represent our views as of the date of this MD&A. We anticipate that subsequent events and developments may cause our views to change. However, while we may elect to update these forward-looking statements at some point in the future, we have no current intention of doing so except to the extent required by applicable law. Therefore, these forward-looking statements do not represent our views as of any date other than the date of this MD&A.

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Fiscal Year 2023 Events

Sales of Shopify's Logistics Businesses
On June 6, 2023, the majority of our logistics businesses were sold to Flexport, a leading tech-driven global logistics platform. We received non-cash consideration in the form of a 13% equity interest in Flexport's common stock on a fully-diluted basis inclusive of warrants and options. The consideration received was in addition to our existing equity interest in Flexport. We expect to continue to work with Flexport to optimize Shopify’s logistics offerings to support our merchants. Our offerings include Shop Promise, our buyer-facing badge that uses real-time data to predict the delivery promise for every order.
As a result of the sales of our logistics businesses, we recognized an impairment of $1.3 billion.
Reduction in Workforce
On May 4, 2023, we took steps to change the shape of our business to sharpen our focus on our mission. We reduced our total headcount by approximately 23%. This reduction in workforce has resulted in $148 million of severance related costs, all of which is recognized in operating expenses in the second quarter of 2023.

Overview

Shopify is a leading global commerce company that provides essential internet infrastructure for commerce, offering trusted tools to start, scale, market, and run a business of any size. Shopify makes commerce better for everyone with a platform and services that are engineered for simplicity and reliability, while delivering a better shopping experience for consumers everywhere.

In an era where social media, cloud computing, mobile devices, augmented reality, artificial intelligence and data analytics are creating new possibilities for commerce, Shopify provides differentiated value by offering merchants:

A multi-channel front-end. Our software enables merchants to easily display, manage, market and sell their products across more than a dozen different sales channels, including web and mobile storefronts, physical retail locations, pop-up shops, directly to other businesses ("B2B"), social media storefronts, native mobile apps, buy buttons, and marketplaces. More than 90% of our merchants have connected their Shopify stores to two or more channels. Beyond our pre-configured channels, the Shopify application programming interface ("API") has been developed to support custom storefronts that let merchants sell anywhere.

A single integrated back-end. Our software provides a single integrated, easy-to-use back-end that merchants use to manage their business and buyers across multiple sales channels. Merchants use their Shopify dashboard, which is available in more than 20 languages, to source and manage products and inventory, manage cash, payments and transactions, fulfill and ship orders, discover new buyers and build customer relationships, leverage analytics and reporting, and access financing.

Infrastructure for data-informed decisions. Our software is delivered to merchants as a service, and operates on a shared infrastructure. This cloud-based infrastructure not only relieves merchants from running and securing their own hardware, it also consolidates data generated by the interactions between buyers and a merchant's products, providing rich data to inform merchant decisions. With a highly-qualified team of data science personnel, we expect to continue to support our merchants in making data-informed decisions with critical safeguards in place to ensure privacy, security, and compliance.

Shopify also enables merchants to own their brands, leverage mobile technology, sell internationally, and handle massive traffic spikes with flexible infrastructure.

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Brand ownership. Shopify is designed to help our merchants own their brands, develop direct relationships with their buyers, and make their buyer experiences memorable and distinctive. We recognize that in a world where buyers have more choices than ever before, a merchant’s brand is increasingly important. The Shopify platform is designed to allow a merchant to keep their brand present in every interaction in order to build buyer loyalty and create competitive advantages. While our platform is designed to empower merchants first, merchants also benefit when buyers are confident that their payments are secure. We believe that awareness among buyers that Shopify provides a superior and secure checkout experience is an additional advantage for our merchants in an increasingly competitive market. For merchants using Shopify Payments, buyers are already getting a superior experience with embedded features such as Shop Pay and Shop Pay Installments, and with our ongoing investments in opening up additional buyer touchpoints for merchants, such as offline commerce, shipping, and Shop (our all-in-one digital shopping companion app), brands that sell on Shopify can increasingly offer buyers an end-to-end, managed shopping experience.

Mobile. Buyers expect to be able to transact anywhere, anytime, on any device through an experience that is simple, seamless, and secure. Since transactions over mobile devices now represent the majority of transactions across online stores powered by Shopify, the mobile experience has become one of a merchant’s primary and most important interactions with buyers. Shopify has focused on enabling mobile commerce and the Shopify platform includes a mobile-optimized checkout system designed to enable merchants’ buyers to more easily purchase products on mobile devices. With our platform, our merchants are able to offer their buyers a quick and secure checkout option through Shop Pay, Apple Pay, Meta Pay, Amazon Pay, and Google Pay on the web, and we continue to explore new ways to offer payment flexibility and accelerate checkouts. Just as Shopify's tools enable brands to sell directly to their buyers, the Shop app provides them that same direct sales power through a mobile experience. Buyers can use the Shop app to track packages, discover products from their favorite merchants, earn Shop Cash through our rewards program, and engage with brands directly, all of which help merchants increase opportunities to find new customers and drive greater loyalty and lifetime value of their buyers. Shopify’s mobile capabilities are not limited to the front-end; merchants who are often on-the-go find themselves managing their storefronts via their mobile devices, and Shopify continues to strive to make it easier to do so.

Global. Commerce thrives when merchants are able to build global brands and sell beyond their own borders with little friction. Shopify offers merchants across several countries a localized experience within the country in which they are based. In addition, Shopify Markets allows merchants to manage localized storefronts in different countries through one global store, making cross-border commerce easier for entrepreneurs. With Shopify Markets, merchants can easily set up market-specific buying experiences, enabling buyers to shop in their local currencies, languages, domains, and payment methods. Shopify Markets also estimates duty and import fees. Such tailored experiences are designed to increase local buyer trust and conversion, enabling merchants to enter new geographies more easily. In addition, Shopify Markets Pro, introduced in 2022, and made generally available in the United States in September 2023, offers merchants a native merchant-of-record solution.

Infrastructure. We build our platform to address the growing challenges facing merchants and with the aim of making complex tasks simple. The Shopify platform is engineered to enterprise-level standards and functionality and designed for simplicity and ease of use. We also design our platform with a robust technical infrastructure with a view to managing the large spikes in traffic that accompany events such as new product releases, holiday shopping seasons, and flash sales. We are constantly innovating and enhancing our platform, and our continuously deployed, multi-tenant architecture provides our merchants with the latest technology.

This combination of ease of use with enterprise-level functionality allows merchants to grow with our platform, no matter their size. Using Shopify, merchants should never need to re-platform. Our Shopify Plus subscription plan was created to accommodate larger merchants, with additional functionality, scalability and support requirements. The Shopify Plus plan also caters to larger merchants not already on Shopify who want to migrate from their expensive and complex legacy solutions to achieve greater functionality and flexibility. With enterprise-level merchants in mind, in January of 2023, we launched Commerce Components by Shopify ("Commerce Components" or "CCS"). Commerce Components is a modern composable stack where retailers can choose from over 30 modular Shopify components to integrate with their existing systems, enabling these merchants to create incredible customer experiences while eliminating the need to fully re-platform.
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Sustainability

Shopify is a company that wants to see the next century, and has taken many steps to build a sustainable business, including becoming a carbon neutral company in 2019. Our commitment includes powering our global operations with renewable energy, purchasing high quality carbon credits to address travel-related emissions, and by utilizing Google's cloud infrastructure, which is 100% powered by renewable energy, to deliver our software services.

Because we view commerce as a powerful vehicle for positive systemic change, as part of our focus on the long term, in 2019 we launched our Sustainability Fund with the intent to commit at least $5 million annually to fund what Shopify believes are the most promising and impactful technologies and projects to combat climate change. Since launch, we’ve partnered with 40 entrepreneurial climate companies to help them prove and scale their carbon removal solutions. Since we launched Frontier, an advance market commitment, in 2022 alongside Stripe, Alphabet, Meta and McKinsey Sustainability, the partnership has grown by adding four new buyers, increasing our combined commitment to purchase over $1 billion of carbon removal by the end of 2030. 2023 was the fourth consecutive year where Shopify has tracked, calculated, and purchased enough carbon credits to counteract the impact of carbon emissions from shipping orders placed on our platform over the Black Friday/Cyber Monday shopping weekend. Our merchants have the ability to address the carbon associated with shipping their orders by adding our Planet app to their store. We also fund carbon removal through our Sustainability Fund with every order placed using Shop Pay, our checkout accelerator.

Ecosystem

A rich ecosystem of app developers, theme designers and other partners, such as digital and service professionals, marketers, photographers, and affiliates has evolved around the Shopify platform. We believe our partner ecosystem helps drive the growth of our merchant base by extending the functionality of the Shopify platform through the development of apps. At December 31, 2023, more than 13,000 apps were available in the Shopify App Store. The partner ecosystem helps drive the growth of our merchant base, which in turn further accelerates growth of the ecosystem.

Business Overview

Our mission is to make commerce better for everyone and we believe we can help merchants of all verticals and sizes, from aspirational entrepreneurs to companies with large-scale, direct-to-consumer or business-to-business operations, or both, realize their potential at all stages of their business life cycle. In the year ended December 31, 2023, our platform facilitated GMV of $235.9 billion, representing an increase of 20% from the year ended December 31, 2022. A detailed description of this metric is presented below in the section entitled, “Key Performance Indicators”.

During the year ended December 31, 2023, our total revenue was $7.1 billion, an increase of 26% versus the year ended December 31, 2022. Our business model has two revenue components: a recurring subscription component we call subscription solutions and a merchant success-based component we call merchant solutions.
In the year ended December 31, 2023, subscription solutions revenues accounted for 26% of our total revenues (27% in the year ended December 31, 2022). We offer a range of plans that increase in price depending on additional features and economic considerations. Shopify Plus is offered at a starting rate that is several times that of our standard Shopify plans. Shopify Plus solves for the complexity of merchants as they grow and scale globally, offering additional functionality, and support, including features like Shopify Audiences, B2B features, and Launchpad, for ecommerce automation. Gymshark, Heinz, FTD, Netflix, Kylie Cosmetics, SKIMS and Supreme are a few of the Shopify Plus merchants seeking a reliable, cost-effective and scalable commerce solution. The flexibility of our pricing plans is designed to help our merchants grow in a cost-effective manner and to provide more advanced features and support as their business needs evolve. We have also launched localized pricing plans in select countries where we bill in local currency in order to reduce friction and attract more merchants to our platform.
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Revenue from subscription solutions is generated through the sale of subscriptions to our platform, including variable platform fees, as well as through the sale of subscriptions to our POS Pro offering, the sale of themes, the sale of apps, and the registration of domain names. Subscription solutions revenues increased from $1.5 billion in the year ended December 31, 2022 to $1.8 billion in the year ended December 31, 2023, representing an increase of 23%. Our merchants typically enter into monthly subscription agreements. The revenue from these agreements is recognized over time on a ratable basis over the contractual term and therefore we have deferred revenue on our balance sheet. We do not consider this deferred revenue balance to be a good indicator of future revenue. Instead, we believe MRR is most closely correlated with the long-term value of our merchant relationships. As of December 31, 2023, MRR totaled $149 million, representing an increase of 35% relative to MRR at December 31, 2022. In the year ended December 31, 2023, both subscription solutions revenue and MRR observed higher growth rates due mainly to a higher number of merchants using our platforms, including prospective merchants on the free and paid trials converting to full price subscription plans during the period, and by increases in subscription plan pricing. The paid trial incentives initially launched beginning in the second half of 2022. Prospective merchants that join through these paid trials are included in MRR at their trial price, throughout the trial period, until they convert to a full price subscription plan. These trial incentive amounts are immaterial to MRR as of December 31, 2023. A detailed description of this metric is presented below in the section entitled, "Key Performance Indicators". As of December 31, 2023, we host millions of merchants on our platform.
We offer a variety of merchant solutions that are designed to add value to our merchants by passing on our economies of scale and augment our subscription solutions. During the year ended December 31, 2023, merchant solutions revenues accounted for 74% of total revenues (73% in the year ended December 31, 2022). We principally generate merchant solutions revenues from payment processing fees and currency conversion fees from Shopify Payments. Shopify Payments is a fully integrated payment processing service that allows our merchants to accept and process payment cards online and offline. In addition to payment processing fees and currency conversion fees from Shopify Payments, we also generate merchant solutions revenue from referral fees from third parties, other transaction services and other services rendered as part of strategic partnerships and Shopify Capital. Shopify Capital helps eligible merchants secure financing and is currently available for merchants in the United States, the United Kingdom, Canada, and Australia. In the year ended December 31, 2023, we also generated merchants solutions revenue from our logistics offerings, prior to the sales of our logistics businesses in the second quarter of 2023. The majority of our merchant solutions revenues are directionally correlated with the level of GMV that our merchants process through our platform. Merchant solutions revenues increased from $4.1 billion in the year ended December 31, 2022 to $5.2 billion in the year ended December 31, 2023, representing an increase of 27%.
Our business model is driven by our ability to attract new merchants, retain revenue from existing merchants, and increase sales to both new and existing merchants. Our merchants represent a wide array of retail verticals, business sizes, and geographies and no single merchant has ever represented more than five percent of our total revenues in a single reporting period. We believe that our future success depends on many factors, including our ability to expand our merchant base; localize features for specific geographies; retain merchants as they grow their businesses on our platform and adopt more features; offer more sales channels that connect merchants with potential customers; develop new solutions to extend our platform’s functionality and catalyze merchants’ sales growth; leverage emerging technologies, including artificial intelligence; enhance our ecosystem and partner programs; provide a high level of merchant support; hire, retain and motivate qualified personnel; and build with a focus on maximizing long-term value.
We have focused on rapidly growing our business and plan to continue making investments to drive future growth. We believe that our investments will increase our revenue base, improve the retention of this base and strengthen our ability to increase sales to our merchants. Building a 100-year company requires a balance between growth and profitability, and we maintain a portfolio of investments with varying time horizons.
During the second quarter of 2023, we completed the sales of our logistics businesses assets to third parties, with the majority of the assets being sold to Flexport. We believe this sale to Flexport places the core logistics solution we had been building in the hands of a mission-aligned partner that will continue developing this solution, and we expect to continue to work with Flexport to optimize Shopify’s logistics offerings to support our merchants.
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Our offerings include Shop Promise, our buyer-facing badge that uses real-time data to predict the delivery promise for every order.

Key Performance Indicators

Key performance indicators, which we do not consider to be non-GAAP measures, that we use to evaluate our business, measure our performance, identify trends affecting our business, formulate financial projections and make strategic decisions include MRR, Gross Merchandise Volume ("GMV") and Attach Rate. Our key performance indicators may be calculated in a manner different than similar key performance indicators used by other companies.

The following table shows MRR, GMV, Revenue and Attach Rate for the years ended December 31, 2023 and 2022:
Years ended December 31,
2023 2022
(in millions, except percentages)
Monthly Recurring Revenue $ 149  $ 110 
Gross Merchandise Volume $ 235,910  $ 197,167 
Revenue $ 7,060  $ 5,600 
Attach Rate 2.99  % 2.84  %

Monthly Recurring Revenue

We calculate MRR at the end of each period by multiplying the number of merchants who have subscription plans with us at the period end date by the average monthly subscription plan fee, which excludes variable platform fees, in effect on the last day of that period, assuming they maintain their subscription plans the following month. Subscription plans to both our platform and our POS Pro offering are included in this calculation. When applicable, MRR relating to subscription plans billed in a merchant's local currency is converted to USD using the respective currency exchange rate as of the period end date. Prospective merchants that have joined the platform through special new merchant trial incentives are included in MRR at their trial price while merchants on free trials are excluded from the calculation of MRR through the duration of the free trial. MRR allows us to average our various pricing plans and billing periods into a single, consistent number that we can track over time. We also analyze the factors that make up MRR, specifically the number of paying merchants using our platform and changes in our average revenue earned from subscription plan fees per paying merchant. In addition, we use MRR to forecast monthly, quarterly and annual subscription plan revenue, which makes up the majority of our subscription solutions revenue. We had $149 million of MRR as of December 31, 2023 compared to $110 million as of December 31, 2022.

In the year ended December 31, 2023, we observed a higher MRR growth rate, relative to the year ended December 31, 2022. The MRR growth rate in the year ended December 31, 2023 was driven mainly by the effects of the increase in subscription plan pricing during the second quarter of 2023 and merchants converting to full price subscription plans that were previously on paid trial incentives. The paid trial incentives initially launched in the second half of 2022. The amounts associated with prospective merchants that are on these trial incentives are immaterial to MRR as of December 31, 2023, but we expect to continue to see an increase in MRR as these cohorts of merchants convert to full price subscription plans.

Gross Merchandise Volume

GMV is the total dollar value of orders facilitated through our platform including certain apps and channels for which a revenue-sharing arrangement is in place in the period, net of refunds, and inclusive of shipping and handling, duty and value-added taxes.
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GMV does not represent revenue earned by us. However, the volume of GMV facilitated through our platform is an indicator of the success of our merchants and the strength of our platform. Our merchant solutions revenues are also directionally correlated with the level of GMV facilitated through our platform. For the year ended December 31, 2023 we facilitated GMV of $236 billion (2022 - $197 billion), representing year-over-year growth of 20%. On a constant currency basis, in which GMV in the year ended December 31, 2023 is converted using the comparative period's monthly average exchange rates, year-over-year growth was 16%.

Attach Rate

Attach Rate is defined as total revenue divided by GMV and is a key performance indicator of our business and our ability to generate greater value for our merchants. We believe that Attach Rate provides a useful measure of our ability to provide unified commerce solutions to our merchants and the traction of those products.

In the year ended December 31, 2023, we observed a higher Attach Rate, relative to the year ended December 31, 2022. The Attach Rate growth in the respective periods is largely attributable to the increased adoption of Shopify Payments.

Factors Affecting the Comparability of Our Results

Change in Revenue Mix

As a result of the continued growth of Shopify Payments, referral fees, other transaction services and other services rendered as part of strategic partnerships and Shopify Capital, our revenues from merchant solutions have generally increased significantly. Merchant solutions are intended to complement subscription solutions by providing additional value to our merchants and increasing their use of our platform. Gross profit margins on Shopify Payments, the biggest driver of merchant solutions revenue, are typically lower than on subscription solutions due to the associated third-party costs of providing this solution. We view this revenue stream as beneficial to our operating margins, as Shopify Payments requires significantly less sales and marketing and research and development expense than Shopify’s core subscription business. The lower margins on merchant solutions compared to subscription solutions means that the continued growth of merchant solutions may cause a decline in our overall gross margin percentage.

The sales of our logistics businesses in the second quarter of 2023 will impact the comparability of our results in future periods.

Seasonality

Our merchant solutions revenues are directionally correlated with the level of GMV that our merchants facilitated through our platform. Our merchants typically process additional GMV during the fourth quarter holiday season. As a result, we have historically generated higher merchant solutions revenues in our fourth quarter than in other quarters. While we believe that this seasonality has affected and will continue to affect our quarterly results, our rapid growth has largely masked seasonal trends to date. As a result of the continued growth of our merchant solutions offerings, we believe that our business may become more seasonal in the future and that historical patterns in our business may not be a reliable indicator of our future performance.

Foreign Currency Fluctuations

While the majority of our revenues, cost of revenues, and operating expenses are denominated in USD, a significant portion are denominated in foreign currencies. Due to offering Shopify Payments, Shopify Capital, subscriptions, and other billings to select countries in local currency, a significant proportion of revenue transactions are denominated in British pound sterling ("GBP"), Euros ("EUR") and Canadian dollars ("CAD"). We expect to continue to have significant Canadian operations and expand operations internationally, therefore a significant proportion of operating expenses are also incurred and expected to be included in the aforementioned foreign currencies. To help mitigate the impacts associated with foreign currency fluctuations on future cash flows from operating expenses, we maintain a portfolio of foreign exchange forward contracts and options designated as hedging instruments.
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As our operations continue to expand internationally, we may be exposed to additional fluctuations in other foreign currencies. Refer to the "Risks and Uncertainties—Foreign Currency Exchange Risk" section below for additional information on the effect on reported results of changes in foreign exchange rates.

Key Components of Results of Operations

Revenues

We derive revenues from subscription solutions and merchant solutions.

Subscription Solutions

We principally generate subscription solutions revenues through the sale of subscriptions to our platform, including variable platform fees, as well as through the sale of subscriptions to our POS Pro offering for brick and mortar merchants. We also generate associated subscription solutions revenues from the sale of apps, the registration of domain names, and the sale of themes.
We offer subscription plans with various price points, for businesses of all sizes from entry level plans to Shopify Plus and Commerce Components by Shopify plans that cater to higher-volume businesses that offer additional functionality, scalability and support. Our subscription plans typically have a one-month term, although merchants can have annual or multi-year subscription terms. Subscription terms automatically renew unless notice of cancellation is provided in advance. Merchants purchase subscription plans directly from us.
We also generate additional subscription solutions revenues from merchants that have subscription plans with us through the sale of apps, the registration of domain names, and the sale of themes. Revenues from the sale of apps, the registration of domain names, and the sale of themes have been classified within subscription solutions on the basis that they are typically sold at the time the merchant enters into the subscription arrangement or because they are charged on a recurring basis.
Merchant Solutions

We principally generate merchant solutions revenues from payment processing fees and currency conversion fees from Shopify Payments, referral fees from partners, Shopify Capital, and Transaction Fees.

Other revenue generating services and products include, but are not limited to, the sale of shipping labels through Shopify Shipping, the sale of point-of-sale ("POS") hardware, advertising on the Shopify App Store and Shop Cash Offers, our buyer acquisition offering.
In the second quarter of 2023, we sold our logistics businesses. Prior to the sales of these businesses, Shopify Fulfillment Network and Deliverr fulfillment services generated revenue from their respective fulfillment solutions, which included picking, packing and preparing orders for shipment, and outbound shipping, as well as additional revenues from inbound shipping, storage, returns processing, and other fulfillment-related services as needed by merchants. We also earned revenues from providing cloud-based software on collaborative warehouse fulfillment solutions.
For a discussion of how we expect seasonal factors to affect our merchant solutions revenue, see “Factors Affecting the Comparability of our Results—Seasonality.”
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Cost of Revenues

Cost of Subscription Solutions

Cost of subscription solutions consists primarily of third-party infrastructure, hosting costs and other direct costs, an allocation of costs incurred by both the operations and support functions, including personnel-related costs directly associated with subscription solutions such as salaries, benefits and stock-based compensation, processing fees related to billing our merchants, payments for domain registration, and amortization of acquired intangible assets.

We expect that the cost of subscription solutions will increase in absolute dollars as we continue to invest in growing our business, and as the number of merchants utilizing the platform increases along with the costs of supporting those merchants. Over time, we expect that our subscription solutions gross margin percentage will fluctuate modestly based on the mix of subscription plans that our merchants select and the timing of expenditures related to infrastructure expansion projects.

Cost of Merchant Solutions

Cost of merchant solutions primarily consists of costs that we incur when transactions are processed using Shopify Payments, such as credit card network fees (charged by credit card providers such as Visa, MasterCard and American Express) as well as third-party processing fees. Cost of merchant solutions also consists of rewards earned by merchants through our rewards program, processing fees related to billing our merchants, POS hardware costs, product costs associated with expanding our product offerings, including Shopify Balance, third-party infrastructure and hosting costs, chargeback protection program costs, amortization of acquired intangible assets, and an allocation of costs incurred by both the operations and support functions, including personnel-related costs directly associated with merchant solutions such as salaries, benefits and stock-based compensation.

In the second quarter of 2023, we sold our logistics businesses. Prior to the sales of these businesses, merchant solutions cost of revenues included amortization of acquired intangible assets relating mostly to the acquired Deliverr and 6 River Systems, LLC technology, costs associated with picking, packing and preparing orders for shipment, outbound shipping, warehouse storage, overhead costs and other costs for fulfillment-related services as part of our logistics offerings, and materials and third-party manufacturing costs associated with fulfillment robots sold to customers rather than leased to customers, which were capitalized and depreciated into cost of revenues.

We expect that the cost of merchant solutions will increase in absolute dollars in future periods as the number of merchants utilizing these solutions increases, resulting in a growth in volumes processed. We also expect additional increases as we continue to expand Shopify Payments internationally.

Operating Expenses

Sales and Marketing

Sales and marketing expenses consist primarily of marketing programs, partner referral payments related to merchant acquisitions, costs associated with partner and developer conferences, employee-related expenses for marketing, business development and sales, as well as the portion of merchant support required for the onboarding of prospective new merchants. Other costs within sales and marketing include travel-related expenses and corporate overhead allocations. Costs to acquire merchants are expensed as incurred, however, contract costs associated with Shopify Plus merchants are amortized over the expected life of their relative contract. We plan to continue to expand sales and marketing efforts to attract new merchants, retain revenue from existing merchants and increase revenues from both new and existing merchants. Sales and marketing expenses are expected to increase in absolute dollars but over time, we expect sales and marketing expenses will eventually decline as a percentage of total revenues.


13







Research and Development

Research and development expenses consist primarily of employee-related expenses for product management, product development, product design, data analytics, contractor and consultant fees as well as internal use hosting costs and corporate overhead allocations. We continue to focus our research and development efforts on adding new features and solutions, and increasing the functionality and enhancing the ease of use of our platform. While we expect research and development expenses to increase in absolute dollars as we continue to increase the functionality of our platform, over the long term we expect our research and development expenses will eventually decline as a percentage of total revenues.

General and Administrative

General and administrative expenses consist of employee-related expenses for finance and accounting, legal, administrative, human relations and information technology personnel, impairment related to certain office leases we have ceased using, professional services fees, sales and use tax and other indirect taxes, insurance, the provision for expected credit losses on uncollectible receivables, corporate overhead allocations, legal contingencies and other corporate expenses, including sustainability spend. We expect that over time general and administrative expenses will increase on an absolute dollar basis but may decrease as a percentage of total revenues as we focus on processes, systems and controls to enable our internal support functions to scale with the growth of our business.

Transaction and Loan Losses

Transaction and loan losses consist of expected and actual losses related to Shopify Payments, Shop Pay Installments, Shopify Balance, and Shopify Capital. We are exposed to transaction losses on Shopify Payments, Shop Pay Installments, and Shopify Balance as a result of unrecovered merchant transactions due to returns and disputes. We are also exposed to Shopify Balance losses when a merchant account experiences unauthorized transactions where funds cannot be recovered or reversed. We are exposed to transaction losses on loans and merchant cash advances offered through Shopify Capital as a result of fraud or uncollectibility. Transaction and loan losses are expected to increase in absolute dollars over time as merchant penetration and adoption grow.

Impairment on Sales of Shopify's Logistics Businesses

Impairment on sales of Shopify's logistics businesses consists of impairment charges incurred as the result of the sales of our logistics businesses.

 
Other Income (Expense)

Other income (expense) consists primarily of unrealized and realized gains or losses on equity and other investments, losses on our equity method investment in Flexport, transaction gains or losses on foreign currency, interest income, and interest expense related to the Notes. Equity and other investments in publicly traded companies with readily determinable fair values are carried at fair value at each balance sheet date based on the closing share price at the end of the period. Equity and other investments in private companies without readily determinable fair values are carried at cost less impairments, with subsequent adjustments for observable changes (referred to as the measurement alternative). We also hold investments in convertible notes of private companies which are classified as available-for-sale debt securities, which we have elected to account for under the fair value option. The results from these equity investments may fluctuate from period to period and may cause volatility to our earnings as well as impact comparability of our results from period to period.


14






Results of Operations

The following table sets forth our consolidated statement of operations for the years ended December 31, 2023, 2022 and 2021:
Years ended December 31,
2023 2022 2021
(in millions, except share and per share data)
Revenues:
Subscription solutions $ 1,837  $ 1,488  $ 1,342 
Merchant solutions 5,223  4,112  3,270 
7,060  5,600  4,612 
Cost of revenues(1)(2):
Subscription solutions 354  331  264 
Merchant solutions 3,191  2,515  1,866 
3,545  2,846  2,130 
Gross profit
3,515  2,754  2,482 
Operating expenses:
Sales and marketing(1)(2)(3)
1,220  1,230  902 
Research and development(1)(3)
1,730  1,503  854 
General and administrative(1)(3)(4)(5)
491  708  375 
Transaction and loan losses 152  135  82 
Impairment on sales of Shopify's logistics businesses 1,340  —  — 
Total operating expenses
4,933  3,576  2,213 
(Loss) income from operations (1,418) (822) 269 
Other income (expense), net 1,603  (2,801) 2,872 
Income (loss) before income taxes 185  (3,623) 3,141 
Recovery of income taxes (53) 163  (226)
Net income (loss) $ 132  $ (3,460) $ 2,915 
Net income (loss) per share attributable to shareholders(6):
Basic $ 0.10  $ (2.73) $ 2.34 
Diluted $ 0.10  $ (2.73) $ 2.29 
Shares used to compute net income (loss) per share attributable to shareholders(6):
Basic 1,281,554,559  1,266,268,155  1,246,588,910 
Diluted 1,295,511,385  1,266,268,155  1,273,647,350 

(1) Includes stock-based compensation expense and related payroll taxes as follows:
Years ended December 31,
2023 2022 2021
(in millions)
Cost of revenues
$ $ $
Sales and marketing(a)
59  65  47 
Research and development(a)
497  396  251 
General and administrative
76  93  91 
$ 636  $ 563  $ 397 
(a) Includes accelerated stock-based compensation of $5 million and $164 million in sales and marketing and research and development, respectively, during the year ended December 31, 2023.
15









(2) Includes amortization of acquired intangibles as follows:
Years ended December 31,
2023 2022 2021
(in millions)
Cost of revenues
$ 35  $ 49  $ 20 
Sales and marketing
$ 38  $ 54  $ 22 

(3) In the year ended December 31, 2023, we had $148 million of severance related costs associated with the reduction in workforce with $28 million in sales and marketing, $102 million in research and development and $18 million in general and administrative. Additionally, in the year ended December 31, 2022, we had $30 million of severance related costs associated with the reduction in workforce with $11 million in sales and marketing, $8 million in research and development, and $11 million in general and administrative.
(4) In the year ended December 31, 2022, we incurred $97 million of expense related to litigation matters.
(5) In the years ended December 31, 2023, 2022 and 2021, we had $38 million, $84 million and $30 million, respectively, of impairment related costs associated with right-of-use assets and leasehold improvements.
(6) Fiscal year 2021 share and per share amounts have been retrospectively adjusted to reflect the ten-for-one share split effected in June 2022.

The following table sets forth our consolidated statement of operations as a percentage of total revenues for the years ended December 31, 2023, 2022, and 2021:
Years ended December 31,
2023 2022 2021
Revenues:
Subscription solutions 26  % 27  % 29  %
Merchant solutions 74  % 73  % 71  %
100  % 100  % 100  %
Cost of revenues:
Subscription solutions % % %
Merchant solutions 45  % 45  % 40  %
50  % 51  % 46  %
Gross profit
50  % 49  % 54  %
Operating expenses:
Sales and marketing 17  % 22  % 20  %
Research and development 25  % 27  % 19  %
General and administrative % 13  % %
Transaction and loan losses % % %
Impairment on sales of Shopify's logistics businesses 19  % —  % —  %
Total operating expenses
70  % 64  % 48  %
(Loss) income from operations (20) % (15) % %
Other income (expense), net 23  % (50) % 62  %
Income (loss) income before income taxes % (65) % 68  %
Recovery of income taxes (1) % % (5) %
Net income (loss) % (62) % 63  %

16






The following table sets forth our consolidated revenues by geographic location for the years ended December 31, 2023, 2022, and 2021, based on the location of our merchants:
Years ended December 31,
2023 2022 2021
(in millions)
Revenues:
North America
Canada $ 388  $ 346  $ 317 
United States 4,649  3,720  2,974 
EMEA 1,255  917  799 
APAC 699  553  467 
Latin America 69  64  55 
Total Revenues(1)
$ 7,060  $ 5,600  $ 4,612 
(1) Total revenue includes $147 million and $46 million for the years ended December 31, 2023 and 2022, respectively, which do not represent revenues recognized in the scope of ASC 606, Revenue from Contracts with Customers. These revenues relate to interest and fees earned from certain lending services.

The following table sets forth our consolidated revenues by geographic location as a percentage of total revenues for the years ended December 31, 2023, 2022, and 2021, based on the location of our merchants:
Years ended December 31,
2023 2022 2021
Revenues:
North America
Canada % % %
United States 66  % 67  % 65  %
EMEA 18  % 16  % 17  %
APAC 10  % 10  % 10  %
Latin America % % %
Total Revenues 100  % 100  % 100  %

Discussion of the Results of Operations for the years ended December 31, 2023, 2022, and 2021

Revenues
Years ended December 31, 2023 vs 2022 2022 vs 2021
2023 2022 2021 % Change % Change
(in millions, except percentages)
Revenues:
Subscription solutions $ 1,837  $ 1,488  $ 1,342  23  % 11  %
Merchant solutions 5,223  4,112  3,270  27  % 26  %
Total revenues $ 7,060  $ 5,600  $ 4,612  26  % 21  %
Percentage of revenues:
Subscription solutions 26  % 27  % 29  %
Merchant solutions 74  % 73  % 71  %
100  % 100  % 100  %
Subscription Solutions

Subscription solutions revenues increased for the year ended December 31, 2023 compared to the same period in 2022. The increase was primarily a result of growth in MRR, which was driven largely by a higher number of merchants using our platform, as well as prospective merchants on the free and paid trials converting to full price subscription plans during the period, and by an increase in subscription plan pricing for certain plans in 2023.
17







Merchant Solutions

Merchant solutions revenues increased for the year ended December 31, 2023 compared to the same period in 2022. The increase in merchant solutions revenues was primarily a result of Shopify Payments revenue, relating to payment processing and currency conversion fees, growing by $888 million, or 30%, in 2023 compared to the same period in 2022. This increase was a result of an increase in our Shopify Payments penetration rate and number of merchants using our platform. These factors drove $31.0 billion of additional GMV facilitated using Shopify Payments in 2023 compared to the same period in 2022, representing growth of 29% year over year. For the year ended December 31, 2023, the Shopify Payments penetration rate was 58.1%, resulting in GMV of $137.0 billion that was facilitated using Shopify Payments. This compares to a penetration rate of 53.8%, resulting in GMV of $106.1 billion that was facilitated using Shopify Payments in the same period in 2022. As of December 31, 2023 Shopify Payments adoption among our merchants was as follows: Canada, 92%, United States, 90%, and other countries where Shopify Payments is available, 83% (December 31, 2022 - Canada, 92%, United States, 88%, and other countries where Shopify Payments is available, 77%).

In addition to the increase in revenue from Shopify Payments, revenues from Shopify Capital, referral fees from partners, non-cash consideration received for services rendered as part of strategic partnerships, and Shop Pay Installments increased during the year ended December 31, 2023 compared to the same period in 2022. Shopify Capital revenue increased mainly as a result of an increase in the loans and advances outstanding throughout the period. The increases in non-cash consideration received for services rendered as part of strategic partnerships and referral fees from partners were driven largely by an increase in the number of arrangements with partners, as well as an increase in referral activity, when compared to the same period in 2022. Shop Pay Installments revenue increased due to an increase in GMV processed through Shop Pay Installments.

Cost of Revenues
Years ended December 31, 2023 vs 2022 2022 vs 2021
2023 2022 2021 % Change % Change
(in millions, except percentages)
Cost of revenues:
Cost of subscription solutions
$ 354  $ 331  $ 264  % 25  %
Cost of merchant solutions
3,191  2,515  1,866  27  % 35  %
Total cost of revenues
$ 3,545  $ 2,846  $ 2,130  25  % 34  %
Percentage of revenues:
Cost of subscription solutions
% % %
Cost of merchant solutions
45  % 45  % 40  %
50  % 51  % 46  %

Cost of Subscription Solutions
Cost of subscription solutions increased for the year ended December 31, 2023 compared to the same period in 2022. The increase was primarily due to an increase in payment processing fees on merchant billings and cloud and infrastructure costs, partially offset by a decrease in support costs. As a percentage of revenues, cost of subscription solutions decreased for the year ended December 31, 2023 compared to the same period in 2022, due to lower growth on cloud and infrastructure costs, relative to the growth in revenue as well as a decrease in support costs.
Cost of Merchant Solutions

Cost of merchant solutions increased for the year ended December 31, 2023 compared to the same period in 2022. The increase was primarily due to higher payment processing fees resulting from an increase in GMV facilitated through Shopify Payments and Shop Cash issued following the program launch in June 2023, offset by a decrease in costs associated with our logistics operations, and a decrease in acquired intangibles, following the sales of our logistics business in the second quarter of 2023. As a percentage of revenues, cost of merchant solutions remained flat for the year ended December 31, 2023 compared to the same period in 2022 due to higher payment processing fees from Shopify Payments caused by increased network costs and changes in payment card type relative to the increase in Shopify Payments revenue and Shop Cash issued following the program launch in June 2023. The increases were offset by the decrease in costs associated with revenue from our logistics operations, and a decrease in amortization of acquired intangibles, following the sales of our logistics business in the second quarter of 2023.
18








Gross Profit
Years ended December 31, 2023 vs 2022 2022 vs 2021
2023 2022 2021 % Change % Change
(in millions, except percentages)
Gross profit
$ 3,515  $ 2,754  $ 2,482  28  % 11  %
Percentage of total revenues
50  % 49  % 54  %

Gross profit increased for the year ended December 31, 2023 compared to the same period in 2022. As a percentage of total revenues, gross profit increased during the same period, due to the exclusion of costs associated with our logistics businesses and related amortization of acquired intangibles, as a result of the sales of the logistics businesses in the second quarter of 2023, an increase in subscription plan pricing and the decrease in cloud and infrastructure costs relative to revenue. The increases were partially offset by Shopify Payments representing a larger percentage of total revenues, higher payment processing fees from Shopify Payments, caused by an increase in network costs and changes in payment card type relative to the increase in Shopify Payments revenue and higher Shop Cash issued following the program launch in June 2023.

Operating Expenses

Sales and Marketing
Years ended December 31, 2023 vs 2022 2022 vs 2021
2023 2022 2021 % Change % Change
(in millions, except percentages)
Sales and marketing
$ 1,220  $ 1,230  $ 902  (1) % 36  %
Percentage of total revenues
17  % 22  % 20  %

Sales and marketing expenses decreased for the year ended December 31, 2023 compared to the same period in 2022, due to decreases of $58 million in employee related costs and $53 million in online marketing spend, partially offset by increases of $38 million in offline marketing spend, $30 million in payouts related to our affiliate partner program, and $17 million in severance related costs.

Research and Development
Years ended December 31, 2023 vs 2022 2022 vs 2021
2023 2022 2021 % Change % Change
(in millions, except percentages)
Research and development
$ 1,730  $ 1,503  $ 854  15  % 76  %
Percentage of total revenues
25  % 27  % 19  %

Research and development expenses increased for the year ended December 31, 2023 compared to the same period in 2022, due to acceleration of stock-based compensation of $164 million primarily related to the sales of our logistics businesses and an increase in severance related costs of $93 million. The increases were partially offset by a decrease of $57 million in employee-related costs.

General and Administrative
Years ended December 31, 2023 vs 2022 2022 vs 2021
2023 2022 2021 % Change % Change
(in millions, except percentages)
General and administrative
$ 491  $ 708  $ 375  (31) % 89  %
Percentage of total revenues
% 13  % %

General and administrative expenses decreased for the year ended December 31, 2023 compared to the same period in 2022, due to $97 million in legal expenses incurred in the third quarter of 2022, a decrease of $70 million in employee-related costs and a decrease of $46 million in impairment related costs associated with right-of-use assets and leasehold improvements.
19







Transaction and Loan Losses
Years ended December 31, 2023 vs 2022 2022 vs 2021
2023 2022 2021 % Change % Change
(in millions, except percentages)
Transaction and loan losses
$ 152  $ 135  $ 82  13  % 65  %
Percentage of total revenues
% % %
Transaction and loan losses increased for the year ended December 31, 2023 compared to the same period in 2022, due to an increase of $11 million in losses related to Shopify Capital driven by an expansion of our Capital offerings and programs relative to the same period in 2022 and an increase of $4 million in losses related to Shopify Payments, primarily related to higher realized losses in the period with the increase in GMV.

Impairment on Sales of Shopify's Logistics Businesses

In the year ended December 31, 2023, we had a net impairment on the sales of our logistics businesses of $1.3 billion, inclusive of impairment of $1.4 billion in goodwill, $337 million in intangible assets, and $93 million in net assets and transaction costs, reduced by non-cash consideration received of $528 million.

Other Income (Expense)
Years ended December 31, 2023 vs 2022 2022 vs 2021
2023 2022 2021 % Change % Change
(in millions, except percentages)
Other income (expense), net $ 1,603  $ (2,801) $ 2,872  * *
*    Not a meaningful comparison

In the year ended December 31, 2023, we had net unrealized income on equity and other investments of $1.4 billion, of which $1.5 billion was in investments with readily determinable fair values and was the result of an unrealized gain on our Klaviyo investment as a result of its initial public offering during the year, and the change in share prices from December 31, 2022 to December 31, 2023 in our Affirm and Global-E investments, partially offset by $110 million of unrealized losses related to investments without readily determinable fair values due to impairments in the year. Additionally, we had interest income of $241 million and a net loss of $58 million on our equity method investment.

In the year ended December 31, 2022, we had an unrealized loss on equity and other investments of $3.0 billion due to our investments with readily determinable fair values, investments without readily determinable fair values and interest income. The unrealized losses were offset slightly by net realized gains on equity and other investments of $124 million and interest income of $75 million.

Recovery of Income Taxes
Years ended December 31, 2023 vs 2022 2022 vs 2021
2023 2022 2021 % Change % Change
(in millions, except percentages)
Recovery of Income taxes $ (53) $ 163  $ (226) * *
*    Not a meaningful comparison



In the year ended December 31, 2023, we had a provision for income taxes of $53 million primarily as a result of earnings in jurisdictions outside of North America. This compares to a recovery of income taxes of $163 million in the same period of 2022 primarily as a result of the unrealized loss on equity and other investments, share-based compensation and the change in valuation allowance related to deferred tax assets in Canada, as well as the United States.

20






Profit (Loss)    
Years ended December 31, 2023 vs 2022 2022 vs 2021
2023 2022 2021 % Change % Change
(in millions, except share and per share data)
Net income (loss)
$ 132  $ (3,460) $ 2,915  * *
Net income (loss) per share attributable to shareholders(1):
Basic
$ 0.10  $ (2.73) $ 2.34  * *
Diluted $ 0.10  $ (2.73) $ 2.29  * *
Shares used to compute net income (loss) per share attributable to shareholders(1):
Basic
1,281,554,559 1,266,268,155 1,246,588,910 * *
Diluted 1,295,511,385 1,266,268,155 1,273,647,350 * *
(1) Fiscal year 2021 share and per share amounts have been retrospectively adjusted to reflect the ten-for-one share split effected in June 2022.
*    Not a meaningful comparison
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Quarterly Results of Operations

The following table sets forth our results of operations for the three months ended December 31, 2023 and 2022:
Three months ended December 31,
2023 2022
(in millions, except share and per share data)
Revenues:
Subscription solutions $ 525  $ 400 
Merchant solutions 1,619  1,335 
2,144  1,735 
Cost of revenues(1)(2):
Subscription solutions 97  86 
Merchant solutions 985  851 
1,082  937 
Gross profit 1,062  798 
Operating expenses:
Sales and marketing(1)(2)
317  298 
Research and development(1)
311  440 
General and administrative(1)(3)
100  214 
Transaction and loan losses 45  34 
Impairment on sales of Shopify's logistics businesses —  — 
Total operating expenses 773  986 
Income (loss) from operations 289  (188)
Other income (expense), net 393  (426)
Income (loss) before income taxes 682  (614)
Provision for income taxes (25) (9)
Net income (loss) $ 657  $ (623)
Net income (loss) per share attributable to shareholders:
Basic $ 0.51  $ (0.49)
Diluted $ 0.51  $ (0.49)
Weighted average shares used to compute net income (loss) per share attributable to shareholders:
Basic 1,285,498,532  1,273,338,804 
Diluted 1,297,295,576  1,273,338,804 















22






(1) Includes stock-based compensation expense and related payroll taxes as follows:
Three months ended December 31,
2023 2022
(in millions)
Cost of revenues
$ $
Sales and marketing 14  15 
Research and development 69  104 
General and administrative
19  24 
$ 103  $ 146 

(2) Includes amortization of acquired intangibles as follows:
Three months ended December 31,
2023 2022
(in millions)
Cost of revenues $ $ 19 
Sales and marketing — 
$ $ 21 

(3) In the three months ended December 31, 2022, we had $84 million of impairment related costs associated with right-of-use assets and leasehold improvements.

Revenues
Three months ended December 31, 2023 vs. 2022
2023 2022 % Change
(in millions, except percentages)
Revenues:
Subscription solutions $ 525  $ 400  31  %
Merchant solutions 1,619  1,335  21  %
Total revenues $ 2,144  $ 1,735  24  %
Percentage of revenues:
Subscription solutions 24  % 23  %
Merchant solutions 76  % 77  %
100  % 100  %

Subscription Solutions

Subscription solutions revenues increased for the three months ended December 31, 2023 compared to the same period in 2022. The period-over-period increase was primarily a result of growth in MRR, which was driven largely by a higher number of merchants using our platform, including prospective merchants on the free and paid trials beginning in 2022, converting to full price subscription plans through 2023, and by an increase in subscription plan pricing for certain plans in 2023.

Merchant Solutions

Merchant solutions revenues increased for the three months ended December 31, 2023 compared to the same period in 2022. The increase in merchant solutions revenues was primarily a result of Shopify Payments revenue, relating to payment processing and currency conversion fees, growing in the three months ended December 31, 2023 compared to the same period in 2022. This increase was a result of an increase in our Shopify Payments penetration rate and the number of merchants using our platform.
23






These factors drove $10.8 billion of additional GMV facilitated using Shopify Payments in the three months ended December 31, 2023 compared to the same period in 2022, representing growth of 32%. For the three months ended December 31, 2023, the Shopify Payments penetration rate was 60%, resulting in GMV of $45.1 billion that was facilitated using Shopify Payments. This compares to a penetration rate of 56% resulting in GMV of $34.2 billion that was facilitated using Shopify Payments in the same period in 2022.

Cost of Revenues
  Three months ended December 31, 2023 vs. 2022
2023 2022 % Change
(in millions, except percentages)
Cost of revenues:
Cost of subscription solutions $ 97  $ 86  13  %
Cost of merchant solutions
985  851  16  %
Total cost of revenues
$ 1,082  $ 937  15  %
Percentage of revenues:
Cost of subscription solutions
% %
Cost of merchant solutions
46  % 49  %
50  % 54  %

Cost of Subscription Solutions
Cost of subscription solutions increased for the three months ended December 31, 2023 compared to the same periods in 2022. The increase was due mainly to an increase in cloud and infrastructure costs. As a percentage of revenues, cost of subscription solutions decreased slightly for the three months ended December 31, 2023 compared to the same periods in 2022, due to lower growth on cloud and infrastructure costs, relative to the growth in revenue as well as a decrease in support costs.
Cost of Merchant Solutions

Cost of merchant solutions increased for the three months ended December 31, 2023 compared to the same period in 2022. The increase was primarily due to higher payment processing fees resulting from an increase in GMV facilitated through Shopify Payments, offset by a decrease in costs associated with our logistics operations, and decrease in amortization of acquired intangibles, as a result of the sales of our logistics businesses in the second quarter of 2023. As a percentage of revenues, cost of merchant solutions decreased for the three months ended December 31, 2023, compared to the same period in 2022, primarily due to decreased costs associated with revenue from our logistics operations and amortization of acquired intangibles, following the sales of our logistics businesses in the second quarter of 2023.

Gross Profit
Three months ended December 31, 2023 vs. 2022
2023 2022 % Change
(in millions, except percentages)
Gross profit
$ 1,062  $ 798  33  %
Percentage of total revenues
50  % 46  %

Gross profit increased for the three months ended December 31, 2023 compared to the same period in 2022. As a percentage of total revenues, gross profit increased for the three months ended December 31, 2023, principally due to the exclusion of costs associated with our logistics businesses and related amortization of acquired intangibles, as a result of the sales of our logistics businesses in the second quarter of 2023.
24







Operating Expenses

Sales and Marketing
Three months ended December 31, 2023 vs. 2022
2023 2022 % Change
(in millions, except percentages)
Sales and marketing
$ 317  $ 298  %
Percentage of total revenues
15  % 17  %

Sales and marketing expenses increased for the three months ended December 31, 2023 compared to the same period in 2022, due to increases of $20 million in online marketing spend, $11 million in offline marketing spend, and $4 million in payouts related to our affiliate partner program, partially offset by a decrease of $20 million in employee-related costs.

Research and Development
Three months ended December 31, 2023 vs. 2022
2023 2022 % Change
(in millions, except percentages)
Research and development
$ 311  $ 440  (29) %
Percentage of total revenues
15  % 25  %

Research and development expenses decreased for the three months ended December 31, 2023 compared to the same period in 2022, due to a decrease of $131 million in employee-related costs.



25







General and Administrative
Three months ended December 31, 2023 vs. 2022
2023 2022 % Change
(in millions, except percentages)
General and administrative
$ 100  $ 214  (53) %
Percentage of total revenues
% 12  %

General and administrative expenses decreased for the three months ended December 31, 2023 compared to the same period in 2022, due to $84 million in impairment expenses related to certain office locations we ceased using in 2022 and a decrease of $29 million in employee-related costs.

Transaction and Loan Losses
Three months ended December 31, 2023 vs. 2022
2023 2022 % Change
(in millions, except percentages)
Transaction and loan losses
$ 45  $ 34  32  %
Percentage of total revenues
% %

Transaction and loan losses increased for the three months ended December 31, 2023 compared to the same period in 2022, primarily due to an increase of $12 million in losses related to Shopify Capital driven by an expansion of our Capital offerings and programs relative to the same period in 2022.

Other Income (Expenses), net
Three months ended December 31, 2023 vs. 2022
2023 2022 % Change
(in millions, except percentages)
Other income (expenses), net $ 393  $ (426) *
*    Not a meaningful comparison

In the three months ended December 31, 2023, we had an unrealized gain on equity and other investments of $373 million, which included a $448 million unrealized gain in investments with readily determinable fair values and was the result of the net change in share prices from September 30, 2023 to December 31, 2023 in our Affirm, Global-E, and Klaviyo, Inc. investments, partially offset by $83 million of unrealized losses related to investments without readily determinable fair values in the quarter. Additionally, we had interest income of $68 million recognized on investments and a net loss of $48 million on our equity method investment.

In the three months ended December 31, 2022 where we had unrealized loss on equity and other investments of $475 million due mainly to unrealized losses of $314 million on our investments in Affirm and Global-E caused by the change in their share prices from September 30, 2022 to December 31, 2022 and unrealized losses of $145 million related to investments without readily determinable fair values due to impairments in the year. The unrealized loss was partially offset by interest income of $38 million recognized on our investments during the period.
26






Provision for Income Taxes
Three months ended December 31, 2023 vs. 2022
2023 2022 % Change
(in millions, except percentages)
Provision for income taxes
$ (25) $ (9) *
*    Not a meaningful comparison

We had a provision for income taxes of $25 million in the three months ended December 31, 2023, compared to a provision for income taxes of $9 million in the three months ended December 31, 2022, both on account of earnings in jurisdictions outside of North America.


27






Summary of Quarterly Results

The following table sets forth selected unaudited quarterly results of operations data for each of the eight quarters ended December 31, 2023. The information for each of these quarters has been derived from unaudited condensed consolidated financial statements that were prepared on the same basis as the audited annual financial statements and, in the opinion of management, reflects all adjustments, which include only normal recurring adjustments, necessary for the fair presentation of the results of operations for these periods in accordance with U.S. GAAP. This data should be read in conjunction with our unaudited condensed consolidated financial statements and audited consolidated financial statements and related notes for the relevant period. These quarterly operating results are not necessarily indicative of our operating results for a full year or any future periods.
Three months ended
Dec 31, 2023 Sep 30, 2023 June 30, 2023 Mar 31, 2023 Dec 31, 2022 Sep 30, 2022 Jun 30, 2022 Mar 31, 2022
(in millions, except per share data)
Revenues:
Subscription solutions
$ 525  $ 486  $ 444  $ 382  $ 400  $ 377  $ 366  $ 345 
Merchant solutions
1,619  1,228  1,250  1,126  1,335  989  929  859 
2,144  1,714  1,694  1,508  1,735  1,366  1,295  1,204 
Cost of revenues(1)(2):
Subscription solutions
97  88  85  84  86  82  85  78 
Merchant solutions
985  725  774  707  851  622  554  488 
1,082  813  859  791  937  704  639  566 
Gross profit
1,062  901  835  717  798  662  656  638 
Operating expenses:
Sales and marketing(1)(2)(4)
317  295  321  287  298  302  327  303 
Research and development(1)(4)
311  313  648  458  440  412  347  304 
General and administrative(1)(3)(4)(5)
100  137  131  123  214  255  130  109 
Transaction and loan losses
45  34  31  42  34  39  42  20 
Impairment on sales of Shopify's logistics businesses —  —  1,340  —  —  —  —  — 
Total operating expenses
773  779  2,471  910  986  1,008  846  736 
Income (loss) from operations 289  122  (1,636) (193) (188) (346) (190) (98)
Other income (expenses), net 393  606  335  269  (426) 188  (1,008) (1,555)
Income (loss) before income taxes 682  728  (1,301) 76  (614) (158) (1,198) (1,653)
Recovery of income taxes (25) (10) (10) (8) (9) (1) (6) 179 
Net income (loss) $ 657  $ 718  $ (1,311) $ 68  $ (623) $ (159) $ (1,204) $ (1,474)
Net income (loss) per share attributable to shareholders:
Basic
$ 0.51  $ 0.56  $ (1.02) $ 0.05  $ (0.49) $ (0.12) $ (0.95) $ (1.17)
Diluted
$ 0.51  $ 0.55  $ (1.02) $ 0.05  $ (0.49) $ (0.12) $ (0.95) $ (1.17)
(1) Includes stock-based compensation expense and related payroll taxes as follows:
Three months ended
Dec 31, 2023 Sep 30, 2023 June 30, 2023 Mar 31, 2023 Dec 31, 2022 Sep 30, 2022 Jun 30, 2022 Mar 31, 2022
(in millions)
Cost of revenues
$ $ —  $ $ $ $ $ $
Sales and marketing(a)
14  17  13  15  15  17  17  16 
Research and development(a)
69  70  252  106  104  108  99  85 
General and administrative
19  20  19  18  24  26  23  20 
$ 103  $ 107  $ 285  $ 141  $ 145  $ 154  $ 141  $ 123 
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(a) Includes accelerated stock-based compensation of $1 million and $4 million in sales and marketing during the third and second quarter of 2023, respectively, and $164 million in research and development during the second quarter of 2023.

 (2) Includes amortization of acquired intangibles as follows:
Three months ended
Dec 31, 2023 Sep 30, 2023 June 30, 2023 Mar 31, 2023 Dec 31, 2022 Sep 30, 2022 Jun 30, 2022 Mar 31, 2022
(in millions)
Cost of revenues
$ $ $ $ 19  $ 19  $ 17  $ $
Sales and marketing
—  —  — 
$ $ $ $ 21  $ 21  $ 19  $ $


(3) In the third quarter of 2022, we incurred $97 million of expenses related to legal matters.
(4) In the second quarter of 2023, we had $148 million of severance related costs associated with reductions in workforce with $28 million in sales and marketing, $102 million in research and development, and $18 million in general and administrative. In the third quarter of 2022, we had $30 million of severance related costs associated with reductions in workforce with $11 million in sales and marketing, $8 million in research and development, and $11 million in general and administrative.
(5) In the third quarter of 2023 and the fourth quarter of 2022, we had $38 million and $84 million of impairment related costs associated with right-of-use assets and leasehold improvements, respectively.




The following table sets forth selected unaudited quarterly statements of operations data as a percentage of total revenues for each of the eight quarters ended December 31, 2023:
Three months ended
Dec 31, 2023 Sep 30, 2023 June 30, 2023 Mar 31, 2023 Dec 31, 2022 Sep 30, 2022 Jun 30, 2022 Mar 31, 2022
Revenues:
Subscription solutions
24% 28% 26% 25% 23% 28% 28% 29%
Merchant solutions
76% 72% 74% 75% 77% 72% 72% 71%
100% 100% 100% 100% 100% 100% 100% 100%
Cost of revenues:
Subscription solutions
5% 5% 5% 6% 5% 6% 7% 6%
Merchant solutions
46% 42% 46% 47% 49% 45% 43% 41%
50% 47% 51% 52% 54% 52% 49% 47%
Gross profit
50% 53% 49% 48% 46% 48% 51% 53%
Operating expenses:
Sales and marketing
15% 17% 19% 19% 17% 22% 25% 25%
Research and development
15% 18% 38% 30% 25% 30% 27% 25%
General and administrative
5% 8% 8% 8% 12% 19% 10% 9%
Transaction and loan losses
2% 2% 2% 3% 2% 3% 3% 2%
Impairment on sales of Shopify's logistics businesses —% —% 79% —% —% —% —% —%
Total operating expenses
36% 45% 146% 60% 57% 74% 65% 61%
Income (loss) from operations 13% 7% (97)% (13)% (11)% (25)% (15)% (8)%
Other income (expense), net 18% 35% 20% 18% (25)% 14% (78)% (129)%
Income (loss) before income taxes 32% 42% (77)% 5% (35)% (12)% (93)% (137)%
(Provision for) recovery of income taxes (1)% (1)% (1)% (1)% (1)% 0% 0% 15%
Net income (loss) 31% 42% (77)% 5% (36)% (12)% (93)% (122)%

We believe that year-over-year comparisons are more meaningful than our sequential results due to seasonality in our business. While we believe that this seasonality has affected and will continue to affect our quarterly results, our rapid growth has largely masked seasonal trends to date. Our merchant solutions revenues are directionally correlated with our merchants' GMV. Our merchants' GMV typically increases during the fourth-quarter holiday season.
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As a result, we have historically generated higher merchant solutions revenues in our fourth quarter than in other quarters. As a result of the growth of our merchant solutions offerings, we believe that our business may become more seasonal in the future, and that historical patterns in our business may not be a reliable indicator of our future performance.

Quarterly Revenue and Gross Margin Trends

Historically, revenues experienced a seasonal decrease in our first quarter as consumers typically reduce their spending following the holiday season resulting in a seasonal decrease in GMV per merchant, which was not completely offset by merchant and MRR growth. Subsequently, revenues have increased in each of the next three quarters as a result of merchant, MRR and overall GMV growth. Our merchants have processed additional GMV during the fourth-quarter holiday seasons, and as a result we have generated higher merchant solutions revenues in our fourth quarters compared to other quarters. Due to the continued growth of our merchant solutions offerings, we believe that our business may become more seasonal in the future.

Our gross margin percentage has varied over the past eight quarters and is generally driven by the mix between our higher margin subscription solutions revenue and lower margin merchant solutions revenue. While our total revenues have increased in recent periods, the mix has shifted towards merchant solutions revenue, most notably in the fourth quarter due to higher holiday volume of orders facilitated and the resulting Shopify Payments revenue during this period. We expect this overall trend to continue over time.

In connection with expanding our operations internationally, we anticipate a growing proportion of our revenues and cost of sales transactions to be incurred in foreign currencies as compared to USD due to increased Shopify Payments, Shopify Capital, subscriptions, and other billings to select countries in local currency. Fluctuations in foreign currencies relative to the USD may impact identified quarterly and yearly trends.

The acquisition of Deliverr, which closed in the third quarter of 2022, and the sales of our logistics businesses in the second quarter of 2023 has impacted the comparability of our revenues and gross margin.

Quarterly Operating Expenses Trends

Historically, total operating expenses have increased sequentially for each period presented as we grow our operations. In recent quarters, our operating expense dollars, excluding the items discussed in this section, did not grow significantly. We recognized an impairment on the sales of our logistics businesses in the second quarter of 2023. We recognized restructuring expenses in the second quarter of 2023 which caused an increase in research and development, sales and marketing, and general and administrative spend relative to revenue in the quarter. We impaired certain office spaces in the third quarter of 2023 and the fourth quarter of 2022, which caused an increase in general and administrative spend relative to revenue. In the third quarter of 2022, we recorded litigation contingencies which caused an increase in general and administrative spend relative to revenue in that quarter. Total operating expenses have historically increased primarily due to the addition of personnel in connection with the expansion of our business and additional marketing initiatives to attract potential merchants, but as a result of the workforce reduction in the second quarter of 2023 we have seen a decrease in personnel expenses in the second half of 2023. In addition, the Deliverr acquisition, which closed in the third quarter of 2022, and the sales of our logistics businesses in the second quarter of 2023, has impacted the comparability of operating expenses. We note a significant portion of our operating expenses are incurred in foreign currencies which may impact the comparability of our quarterly and yearly trends.

Quarterly Other Income (Expense) Trends

Historically, there have been no consistent trends associated with other income (expense) as changes are impacted by fluctuations in the fair value of our equity investments in public companies with readily determinable fair values, observable changes or impairments associated with our equity investments in private companies without readily determinable fair values, changes in our equity method investment based on our share of income and loss, including amortization of the basis difference, changes in the fair value of our investments in convertible notes of private companies, foreign exchange rates and interest rates.
30






The results from these changes may fluctuate from period to period and may cause volatility to our earnings as well as impact comparability of our results from period to period.

Key Balance Sheet Information
As of
December 31, 2023 December 31, 2022
(in millions)
Cash, cash equivalents and marketable securities
$ 5,008 $ 5,053
Total assets
$ 11,299 $ 10,757
Total liabilities
$ 2,233 $ 2,518
Total non-current liabilities
$ 1,335 $ 1,662

Total net assets increased $827 million as of December 31, 2023 compared to December 31, 2022, due to the increase of $542 million in total assets and the decrease of $285 million in total liabilities. The increase in net assets is primarily due to a $1.4 billion increase in Equity and other investments from net unrealized gains on our investments and cash provided by operating activities of $0.9 billion offset by the impairment of $1.3 billion incurred from the sales of our logistics businesses.

Liquidity and Capital Resources

To date, we have financed our operations primarily through the sale of equity securities as well as the sale of the Notes, raising approximately $7.8 billion, net of issuance costs, from investors.

In September 2022, due to the expiry of our previous short-form base shelf prospectus, we filed a new short-form base shelf prospectus with the securities commissions in each of the provinces and territories of Canada, except Quebec, and a corresponding shelf registration statement on Form F-10 with the U.S. Securities and Exchange Commission. This shelf prospectus and registration statement allows Shopify to offer an unlimited amount of Class A subordinate voting shares, preferred shares, debt securities, warrants, subscription receipts, units, or any combination thereof, from time to time during the 25-month period that the shelf prospectus is effective, which commenced September 9, 2022.

Our principal cash requirements are for working capital and ongoing operations. Excluding current deferred revenue, working capital as of December 31, 2023 was $5.7 billion. As a result of our employee compensation program there is a potential for an increase in cash usage as employees have the ability to elect how much of their total compensation will be in the form of cash versus stock-based compensation awards. Given the ongoing cash generated from operations and our existing cash and cash equivalents, we believe there is sufficient liquidity to meet our current and planned financial obligations over the next 12 months. Our future financing requirements will depend on many factors, including but not limited to our growth rate, subscription renewal activity, the timing and extent of spending to support development of our platform, the expansion of sales and marketing activities, the macroeconomic conditions and overall levels of consumer spending on goods, and potential strategic investments and acquisitions activity. Although we currently are not a party to any material undisclosed agreement and do not have any understanding with any third parties with respect to potential material investments in, or material acquisitions of, businesses or technologies, we may enter into these types of arrangements in the future, which could also require us to seek additional equity or debt financing. Additional funds may not be available on terms favorable to us or at all.
Cash, Cash Equivalents and Marketable Securities

Cash, cash equivalents, and marketable securities decreased by $45 million to $5.0 billion as of December 31, 2023 from $5.1 billion as of December 31, 2022, primarily as a result of the purchase and origination of loans, net of repayments, and the purchase of equity and other investments offset by cash provided by our operating activities, the maturity of merchant cash advances, and proceeds from the exercise of stock options.
31






Cash equivalents and marketable securities include money market funds, U.S. and Canadian federal bonds and agency securities, and corporate bonds and commercial paper, all maturing within the 12 months from December 31, 2023.

The following table summarizes our total cash, cash equivalents and marketable securities as of December 31, 2023 and 2022 as well as our operating, investing and financing activities for the years ended December 31, 2023 and 2022:  
Years ended December 31,
2023 2022
(in millions)
Cash, cash equivalents and marketable securities (end of year) $ 5,008  $ 5,053 
Net cash provided by (used in):
Operating activities $ 944  $ (136)
Investing activities (1,244) (719)
Financing activities 60  18 
Effect of foreign exchange on cash and cash equivalents
(17)
Net decrease in cash and cash equivalents (236) (854)
Change in marketable securities(1)
191  (1,861)
Net decrease in cash, cash equivalents and marketable securities $ (45) $ (2,715)
 
(1) Excludes $115 million of marketable securities classified in "Equity and other investments".

Cash Flows From Operating Activities

Our largest source of operating cash is from merchant solutions. Within merchant solutions, the largest source of cash flows are Shopify Payments processing fee arrangements, which are received on a daily basis as transactions are processed. We also generate significant cash flows from our subscription solutions with subscription revenues being our single largest source of cash flows. These payments are typically paid to us at the beginning of the applicable subscription period, except for our Shopify Plus merchants who typically pay us at the end of their monthly billing cycle.

Our primary uses of cash from operating activities are for third-party payment processing fees, employee-related expenditures, marketing programs, providing cash advances to merchants through Shopify Capital, and outsourced hosting costs.

For the year ended December 31, 2023, net cash provided by operating activities was primarily the result of operating income, once adjusted for non-cash items.

Cash Flows From Investing Activities

Net cash used in investing activities in the year ended December 31, 2023 was driven by $523 million used for purchases and originations of loans, net of repayments, $364 million used to purchase equity and other investments, $251 million used for purchases of marketable securities, net of maturities, $39 million used to purchase property and equipment, which consisted mainly of leasehold improvements and computer equipment, and $31 million used for business acquisitions.

32






Cash Flows From Financing Activities

Net cash provided by financing activities in the year ended December 31, 2023 was driven by proceeds from the issuance of Class A subordinate voting shares and Class B restricted multiple voting shares as a result of stock options exercises.

Contractual Obligations

Our principal commitments consist of our Notes and obligations under our operating leases for office space. The following table summarizes our contractual obligations as of December 31, 2023:  
Payments Due by Period  
Less Than 1 Year 1 to 3 Years 3 to 5 Years More Than 5 Years Total
(in millions)
Convertible senior notes(1)
$ 1 $ 921 $ $ $ 922
Operating lease and unconditional purchase obligations(2)
53 91 98 241 483
Total contractual obligations $ 54 $ 1,012 $ 98 $ 241 $ 1,405
 
(1) $920 million of the payments due in one to three years may be settled in Class A subordinate voting shares instead of cash, at our option.
(2) Consists of payment obligations under our office space leases.

Off-Balance Sheet Arrangements

In connection with the sales of our logistics businesses in the second quarter of 2023, we retained our guarantee of certain leases. We also entered into an indemnification agreement that governs the liability obligations of the purchaser in connection with these guarantees. These arrangements, and our obligations arising from such arrangements, are not expected to have a material impact on the current or future financial performance or financial condition of the Company.

Litigation and Loss Contingencies
On August 31, 2022, a jury in the U.S. District Court for the District of Delaware returned a verdict finding that Shopify infringed three web technology patents owned by Express Mobile, Inc. We have challenged the verdict through post-trial motions and the Plaintiff has moved for interest on the amount of the verdict.

We are not aware of any other litigation matters or loss contingencies that would be expected to have a material adverse effect on the business, consolidated financial position, results of operations, or cash flows.

Related Parties

In November 2023, we entered a commercial agreement with Flexport following the sale of our logistics businesses in the second quarter of 2023. Under the terms of the commercial agreement, Flexport will provide fulfillment services to Shopify merchants.

In December 2023, we made a separate investment in Flexport with the purchase of convertible notes of $260. This investment is classified within "Equity and other investments" and we have elected to account for it using the fair value option.

Risks and Uncertainties

We are exposed to a variety of risks, as discussed in Note 3 in our consolidated financial statements and the accompanying notes for the fiscal year ended December 31, 2023. We regularly assess these risks to minimize any adverse effects on our business as a result of those factors.
33






Our risk over foreign currency exchange fluctuations, changes in interest rates and inflation is discussed below.

Foreign Currency Exchange Risk

While the majority of our revenues, cost of revenues, and operating expenses are denominated in USD, a significant portion are denominated in foreign currencies. Due to offering Shopify Payments, Shopify Capital, subscriptions, and other billing to select countries in local currency, a significant proportion of revenue transactions are denominated in GBP, EUR and CAD. As we continue to have significant Canadian operations and as operations continue to expand internationally, a significant proportion of operating expenses are also incurred in the aforementioned foreign currencies. To help mitigate the impacts associated with foreign currency fluctuations on future cash flows from operating expenses, we maintain a portfolio of foreign exchange derivative products designated as hedging instruments.

Effect of Foreign Exchange Rates

The following non-GAAP financial measure converts our revenues, cost of revenues, operating expenses, and loss from operations using the comparative period's monthly average exchange rates:
Three months ended December 31,
2023 2022
At Prior Year Effective Rates (1)
Exchange Rate Effect (2)
GAAP Amounts as Reported GAAP Amounts As Reported
(in millions)
Revenues $ 2,135  $ $ 2,144  $ 1,735 
Cost of revenues (1,079) (3) (1,082) (937)
Operating expenses (780) (773) (986)
Income (loss) from operations $ 276  $ 13  $ 289  $ (188)

Year ended December 31,
2023 2022
At Prior Year Effective Rates (1)
Exchange Rate Effect (2)
GAAP Amounts as Reported GAAP Amounts As Reported
(in millions)
Revenues $ 7,069  $ (9) $ 7,060  $ 5,600 
Cost of revenues (3,554) (3,545) (2,846)
Operating expenses (4,986) 53  (4,933) (3,576)
Loss from operations $ (1,471) $ 53  $ (1,418) $ (822)

(1) Represents the outcome that would have resulted if the comparative period's effective foreign exchange rates are applied to the current reporting period.
(2) Represents the increase or decrease in GAAP amounts reported resulting from using the comparative period's effective foreign exchange rates. The exchange rate effect is primarily driven by fluctuations in CAD, EUR and GBP foreign exchange rates.

This effect of foreign exchange rates on our consolidated statements of operations disclosure is a supplement to our consolidated financial statements, which are prepared and presented in accordance with U.S. GAAP. We have provided the above non-GAAP disclosure as we believe it presents a clear comparison of our year to year operating results by removing the impact of fluctuations in foreign exchange rates and to assist investors in understanding our financial and operating performance. Non-GAAP financial measures are not recognized measures for financial statement presentation under U.S. GAAP, do not have standardized meanings, and may not be comparable to similar measures presented by other public companies. Such non-GAAP financial measures should be considered as a supplement to, and not as a substitute for, or superior to, the corresponding measures calculated in accordance with U.S. GAAP.
34







The following table summarizes the effects on revenues, cost of revenues, operating expenses, and loss from operations of a 10% strengthening of all foreign currencies the Company transacts in versus the USD without considering the impact of the Company's hedging activities and factoring in any potential changes in demand for the Company's solutions as a result of fluctuations in exchange rates:
Years Ended
December 31, 2023 December 31, 2022
GAAP Amounts As Reported
$
Exchange Rate Effect (1)(2)
$
At 10% Stronger Rates (3)
$
GAAP Amounts As Reported
$
Exchange Rate Effect (2)
$
At 10% Stronger Rates (1)(3)
$
Revenues 7,060  125  7,185  5,600  76  5,676 
Cost of revenues (3,545) (64) (3,609) (2,846) (45) (2,891)
Operating expenses (4,933) (117) (5,050) (3,576) (119) (3,695)
Loss from operations (1,418) (56) (1,474) (822) (88) (910)
(1) A 10% weakening of the foreign currencies versus the USD would have an equal and opposite impact on the Company's revenues, cost of revenues, operating expenses and loss from operations as presented in the table.
(2) Represents the increase or decrease in GAAP amounts reported resulting from a 10% strengthening in foreign exchange rates relative to the USD.
(3) Represents the outcome that would have resulted had the foreign exchange rates relative to the USD in those periods been 10% stronger than they actually were, excluding the impact of our hedging program and without factoring in any potential changes in demand for the Company's solutions as a result of changes in exchange rates.

Equity and Other Investments

We hold equity and other investments that are subject to market-related risks that could substantially reduce or increase the fair value of our holdings. As of December 31, 2023, we had equity and other investments in public and private companies totaling $4.4 billion. Our equity and other investments with readily determinable fair values, which relate to Affirm, Global-E, and Klaviyo, representing $2.4 billion of our investments, are recorded at fair value, which is subject to market price volatility. Our equity investments in private companies, representing $505 million of our investments, are recorded using the measurement alternative and are assessed each reporting period for observable price changes and impairments, which may involve estimates and judgments given the lack of readily available market data. Certain equity investments in private companies are in the early stages of development and are inherently risky due to their lack of operational history. Our equity method investment in Flexport, representing $780 million, is subject to risks based on our share of income or loss, including amortization of the basis difference, from this investment which may cause volatility to our earnings. Our debt investments in convertible notes of private companies are recorded at fair value and represent $495 million of our investments, which are impacted by the underlying entities' valuations and interest rates. Our investment option derivative to purchase Series B common shares in Klaviyo, Inc., represents $122 million of our investments, is impacted by market price volatility and interest rates.

Our marketable securities greater than one year, representing $115 million of our investments, are recorded at carrying value and any changes in the fair value due to the interest rate are not recorded until the investment is sold as they are classified as "held to maturity". The results from these changes may fluctuate from period to period and may cause volatility to our earnings as well as impact comparability of our results from period to period.

Interest Rate Sensitivity

We had cash, cash equivalents and marketable securities in our cash management program totaling $5.0 billion as of December 31, 2023. The cash and cash equivalents are held for operations and working capital purposes. Our investments within cash, cash equivalents and marketable securities are made for capital preservation purposes.
35






We do not enter into these types of investments for trading or speculative purposes.

Our cash equivalents and our portfolio of marketable securities are subject to market risk due to changes in interest rates. Fixed rate securities may have their market value adversely affected due to a rise in interest rates. Our future investment income may fall short of our expectations due to changes in interest rates or we may suffer losses in principal if we are forced to sell securities that decline in market value due to changes in interest rates. However, because we classify our debt securities as "held to maturity", no gains or losses are recognized due to changes in interest rates unless such securities are sold prior to maturity or declines in fair value are determined to be other than temporary.

In September 2020, we issued $920 million aggregate principal amount of Notes. The Notes have a fixed annual interest rate of 0.125%; accordingly, we do not have economic interest rate exposure on the Notes. However, the fair market value of the Notes is exposed to interest rate risk. Generally, the fair market value of our fixed interest rate Notes will increase as interest rates fall and decrease as interest rates rise. In addition, the fair market value of the Notes will generally fluctuate as the price of our Class A subordinate voting shares fluctuates. We carry the Notes at face value less debt offering costs, plus any amortization of offering costs, and we present the fair value for required disclosure purposes only.

The Company holds convertible notes in private companies. These investments are classified as available-for-sale debt securities, for which we have elected to account for under the fair value option. These investments are carried at fair value at each balance sheet date and any movements in the fair value are recognized in "Net income (loss)" in the consolidated statement of operations and comprehensive income (loss). The underlying entity's valuation includes inputs such as interest rates which impact the market value of the investment.

Concentration of Credit Risk

The Company’s cash and cash equivalents, marketable securities, trade and other receivables, loans, merchant cash advances, and foreign exchange derivative instruments subject the Company to concentrations of credit risk. Management mitigates this risk associated with cash and cash equivalents by making deposits and entering into foreign exchange derivative products only with large banks and financial institutions that are considered to be highly creditworthy. We limit the amount of credit exposure with any one financial institution and conduct timely evaluations of the credit worthiness of these financial institutions. Management mitigates the risks associated with marketable securities by adhering to its investment policy, which stipulates minimum rating requirements, maximum investment exposures and maximum maturities. Due to the Company’s diversified merchant base, there is no particular concentration of credit risk related to the Company’s trade and other receivables, loans receivable and merchant cash advances. Trade and other receivables, loans receivable and merchant cash advances are monitored on an ongoing basis to ensure timely collection of amounts. The Company has mitigated some of the risks associated with Shopify Capital by opening insurance policies with Export Development Canada ("EDC"), a wholly-owned corporation of the Government of Canada, who is AAA rated as of December 31, 2023. The Company pays EDC a monthly premium based on total eligible dollars advanced, and records this as "General and administrative" expense in the consolidated statements of operations and comprehensive income (loss). All policies include a deductible set at either a specified dollar loss threshold or calculated as a percentage of eligible advances issued. After considering the Company’s deductible and the insurer's maximum liability under the policies, the majority of the Company's gross outstanding balance of loans and merchant cash advances as of December 31, 2023 is covered. The receivable related to insurance recoveries, if any, is included in "Loans and merchant cash advances, net" in the consolidated balance sheets. There are no receivables from individual merchants accounting for 10% or more of revenues or receivables.


Inflation Risk

We are subject to inflation risk that could have a material effect on our business, financial condition or results of operations. If our costs were to become subject to significant inflationary pressures, we may not be able to fully offset such higher costs through price increases.
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Our inability or failure to do so could harm our business, financial condition and results of operations. Furthermore, our merchants are also subject to risks associated with inflationary pressures that could impact their business and financial condition. These pressures could subsequently result in impacts to our GMV and further affect our business, particularly if economic growth has slowed across many of the regions in which we operate.


Disclosure Controls and Procedures and Internal Control Over Financial Reporting

All control systems, no matter how well designed, have inherent limitations. Accordingly, even disclosure controls and procedures, and internal controls over financial reporting determined to be effective can only provide reasonable assurance of achieving their control objectives with respect to financial statement preparation and presentation.

Disclosure Controls and Procedures

Management of the Company, under the supervision of the Chief Executive Officer and Chief Financial Officer, is responsible for establishing and maintaining disclosure controls and procedures (as defined by the United States Securities and Exchange Commission ("SEC") in Rule 13a-15(e) under the Exchange Act for the Company to ensure that material information relating to the Company, including its consolidated subsidiaries, that is required to be made known to the Chief Executive Officer and Chief Financial Officer by others within the Company and disclosed by the Company in reports filed or submitted by it under the Exchange Act is (i) recorded, processed, summarized and reported within the time periods specified in the SEC's rules and forms; and (ii) accumulated and communicated to the Company's management, including its Chief Executive Officer and Chief Financial Officer, to allow timely decisions regarding required disclosure.

We, including the Chief Executive Officer and Chief Financial Officer, have evaluated the effectiveness of the Company's disclosure controls and procedures as of December 31, 2023 and have concluded that the Company's disclosure controls and procedures were effective as of December 31, 2023.

Management's Annual Report on Internal Control Over Financial Reporting

Management of the Company, under the supervision of the Chief Executive Officer and the Chief Financial Officer, is responsible for establishing and maintaining adequate internal control over the Company's financial reporting.

Internal control over financial reporting is designed to provide reasonable assurance regarding the reliability of financial reporting and the preparation of financial statements in accordance with United States generally accepted accounting principles.

We, including the Chief Executive Officer and Chief Financial Officer, have assessed the effectiveness of the Company's internal control over financial reporting in accordance with Internal Control - Integrated Framework (2013) issued by the Committee of Sponsoring Organizations of the Treadway Commission. Based on this assessment, we, including the Chief Executive Officer and Chief Financial Officer, have determined that the Company's internal control over financial reporting was effective as of December 31, 2023. Additionally, based on our assessment, we determined that there were no material weaknesses in the Company's internal control over financial reporting as of December 31, 2023.

Attestation Report of the Independent Registered Public Accounting Firm

The effectiveness of the Company's internal control over financial reporting as of December 31, 2023 has been audited by PricewaterhouseCoopers LLP, an independent registered public accounting firm, as stated in their report on the audited consolidated financial statements for December 31, 2023.

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Changes in Internal Control Over Financial Reporting

In the year ended December 31, 2023, there were no changes in the Company’s internal control over financial reporting that have materially affected, or are reasonably likely to materially affect, the Company’s internal control over financial reporting.


Critical Accounting Policies and Estimates

We prepare our consolidated financial statements in accordance with U.S. GAAP. In the preparation of these consolidated financial statements, we are required to make estimates and assumptions that affect the reported amounts of assets, liabilities, revenues, costs and expenses and related disclosures. To the extent that there are material differences between these estimates and actual results, our financial condition or results of operations would be affected. We base our estimates on past experience and other assumptions that we believe are reasonable under the circumstances, and we re-evaluate these estimates on an ongoing basis. We refer to accounting estimates of this type as significant accounting policies and estimates, which we discuss below and in further detail in Note 3 - Significant Accounting Policies of our audited consolidated financial statements for the year ended December 31, 2023.

Revenue Recognition

For revenue streams that involve another party that contributes to providing a specified service to a customer, the Company determines whether it is the principal or an agent. In these instances, the Company determines whether it has promised to provide the specified service itself (as principal) or to arrange for the specified service to be provided by another party (as an agent). This determination depends on the facts and circumstances of each arrangement and, in some instances, involves significant judgment. The Company recognizes revenue from certain services, such as the sale of shipping labels, the sale of apps, the sale of themes, card services and installments services, on a net basis as the Company is the agent in the arrangement with customers. All other revenue is reported on a gross basis, as the Company has determined it is the principal in the respective arrangements.

Equity and Other Investments

The Company evaluates each investment to determine if the investment is a variable interest entity and, if so, whether the Company is the primary beneficiary of the variable interest entity. As of December 31, 2023 and 2022, there were no variable interest entities required to be consolidated in the Company’s consolidated financial statements.

The Company also assesses each investment to determine its classification based on fair value measurements and other factors, which then are classified as equity and other investments with readily determinable fair values, equity and other investments without readily determinable fair values and equity and other investments under the equity method of accounting.

Equity and other investments in private companies without readily determinable fair values are carried at cost less impairments, with subsequent adjustments for observable changes (referred to as the measurement alternative). Estimates and judgments are involved in applying the measurement alternative associated with equity and other investments without readily determinable fair values by developing certain key assumptions, including revenue growth rates and revenue multiples based on market comparables.

The Company also holds investments in convertible notes of private companies which are classified as available-for-sale debt securities, for which the Company has elected to account for under the fair value option. The investments are carried at fair value at each balance sheet date and any movements in the fair values are classified as "Other income (expense), net" in the consolidated statement of operations and comprehensive income (loss).

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The Company evaluates each investment to determine if the investment should be accounted for as an equity method investment based upon equity ownership, significant influence and ongoing involvement in the investee, including factors such as representation on the investee's Board of Directors. Investments that qualify for the equity method of accounting treatment are carried at the Company’s investment amounts and adjusted each period for the Company’s share of the investee’s income or loss and amortization of the basis difference, which is the difference between the fair value of our investment in the company and the underlying equity in the net assets of the investee.

The Company assesses its equity and other investments in private companies and equity method investment for impairment through analyzing market conditions, business results and other qualitative measures that suggest that the carrying amount of the investment may be impaired, and the decline in value below the carrying amount is determined to be other than temporary.

Loss Contingencies

The Company records accruals for loss contingencies when losses are probable and reasonably estimable. The Company evaluates developments in legal matters that could affect the amount of liability that has been previously accrued and makes adjustments as appropriate. Significant judgment is required to determine both probability and the estimated amount of a loss or potential loss. The Company may be unable to reasonably estimate the reasonably possible loss or range of loss for a particular legal contingency for various reasons, including, among others, because: (i) the damages sought are indeterminate; (ii) the proceedings are in the relative early stages; (iii) there is uncertainty as to the outcome of pending proceedings (including motions and appeals); (iv) there is uncertainty as to the likelihood of settlement and the outcome of any negotiations with respect thereto; (v) there remain significant factual issues to be determined or resolved; (vi) the relevant law is unsettled; or (vii) the proceedings involve novel or untested legal theories. In such instances, there may be considerable uncertainty regarding the ultimate resolution of such matters, including the likelihood or magnitude of a possible eventual loss, if any.

Shares Outstanding

Shopify is a publicly traded company listed on the New York Stock Exchange (NYSE: SHOP) and on the Toronto Stock Exchange (TSX: SHOP). As of February 7, 2024 there were 1,207,926,050 Class A subordinate voting shares issued and outstanding, 79,261,346 Class B restricted voting shares issued and outstanding, and 1 Founder share issued and outstanding.

As of February 7, 2024 there were 539,110 options outstanding under the Company’s Fourth Amended and Restated Incentive Stock Option Plan, of which 539,110 were vested as of such date. Each such option is or will become exercisable for one Class B restricted voting share. As of February 7, 2024 there were 10,661,820 options outstanding under the Company’s Amended and Restated Stock Option Plan, of which 7,128,780 were vested as of such date. Each such option is or will become exercisable for one Class A subordinate voting share. As of February 7, 2024 there were 108,062 options outstanding under the Deliverr, Inc 2017 Stock Option and Grant Plan, which the Company assumed on closing of its acquisition of Deliverr on July 8, 2022. Of these options, 23,970 were vested as of such date. Each option is or will become exercisable for one Class A subordinate voting share.

As of February 7, 2024 there were 3,476,818 Restricted Share Units ("RSUs") and 13,517 Deferred Share Units ("DSUs") outstanding under the Company’s Amended and Restated Long Term Incentive Plan. Each such RSU or DSU will vest as one Class A subordinate voting share. As of February 7, 2024 there were 320 RSUs outstanding under the Deliverr, Inc 2017 Stock Option and Grant Plan, which the Company assumed on closing of its acquisition of Deliverr on July 8, 2022. Each such RSU will vest as one Class A subordinate voting share.
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