EX-99.1 2 exhibit991financialstateme.htm EX-99.1 Document

EXHIBIT 99.1




shopify_logoxblack1.jpg

Condensed Consolidated
Financial Statements
(unaudited)
September 30, 2023




Shopify Inc.
Condensed Consolidated Balance Sheets
(unaudited)
(Expressed in US millions, except share amounts)
As at 
September 30, 2023December 31, 2022
$$
Assets
Current assets
Cash and cash equivalents1,2871,649
Marketable securities3,6313,404
Trade and other receivables, net248273
Loans and merchant cash advances, net833580
Other current assets162144
6,1616,050
Long-term assets
Property and equipment, net52131
Right-of-use assets, net72355
Intangible assets, net33390
Deferred tax assets3941
Equity and other investments ($2,319 and $869, carried at fair value)
2,8521,954
Equity method investment828
Goodwill4271,836
4,3034,707
Total assets10,46410,757
Liabilities and shareholders’ equity
Current liabilities
Accounts payable and accrued liabilities533542
Deferred revenue304296
Lease liabilities1518
852856
Long-term liabilities
Deferred revenue216268
Lease liabilities192465
Convertible senior notes915913
Deferred tax liabilities516
1,3281,662
Commitments and contingencies (Note 12)
Shareholders’ equity
Common stock, unlimited Class A subordinate voting shares authorized, 1,205,053,132 and 1,195,697,614, issued and outstanding; unlimited Class B restricted voting shares authorized, 79,205,715 and 79,430,952 issued and outstanding; 1 Founder share authorized, 1 and 1 issued and outstanding
9,0988,747
Additional paid-in capital23930
Accumulated other comprehensive loss(6)(16)
Accumulated deficit(1,047)(522)
Total shareholders’ equity8,2848,239
Total liabilities and shareholders’ equity10,46410,757

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


2



Shopify Inc.
Condensed Consolidated Statements of Operations and Comprehensive Income (Loss)
(unaudited)
(Expressed in US millions, except share and per share amounts)
Three months endedNine months ended
September 30, 2023September 30, 2022September 30, 2023September 30, 2022
$$$$
Revenues
Subscription solutions486 377 1,312 1,088 
Merchant solutions1,228 989 3,604 2,777 
1,714 1,366 4,916 3,865 
Cost of revenues
Subscription solutions88 82 257 245 
Merchant solutions725 622 2,206 1,664 
813 704 2,463 1,909 
Gross profit901 662 2,453 1,956 
Operating expenses
Sales and marketing295 302 903 932 
Research and development313 412 1,419 1,063 
General and administrative137 255 391 494 
Transaction and loan losses34 39 107 101 
Impairment on sales of Shopify's logistics businesses— — 1,340 — 
Total operating expenses779 1,008 4,160 2,590 
Income (loss) from operations122 (346)(1,707)(634)
Other income (expense), net
Interest income63 20 173 37 
Net realized (loss) gain on equity and other investments— (1)— 123 
Net unrealized gain (loss) on equity and other investments555 173 1,051 (2,523)
Net loss on equity method investment(10)— (10)— 
Foreign exchange loss(2)(4)(4)(12)
Total other income (expense), net606 188 1,210 (2,375)
Income (loss) before income taxes728 (158)(497)(3,009)
(Provision for) recovery of income taxes(10)(1)(28)172 
Net income (loss)718 (159)(525)(2,837)
Net income (loss) per share attributable to shareholders:
Basic $0.56 $(0.12)$(0.41)$(2.24)
Diluted$0.55 $(0.12)$(0.41)$(2.24)
Weighted average shares used to compute net income (loss) per share attributable to shareholders:
Basic1,283,329,2131,269,425,2261,280,229,3571,263,885,372
Diluted1,295,830,1881,269,425,2261,280,229,3571,263,885,372
Other comprehensive (loss) income
Unrealized (loss) gain on cash flow hedges(10)(29)10 (32)
Tax effect on unrealized gain (loss) on cash flow hedges— — — — 
Total Comprehensive (loss) income(10)(29)10 (32)
Comprehensive income (loss)708 (188)(515)(2,869)

The accompanying notes are an integral part of these condensed consolidated financial statements.
3



Shopify Inc.
Condensed Consolidated Statements of Changes in Shareholders’ Equity
(unaudited)
(Expressed in US millions, except share amounts)
Common Stock  Additional
Paid-In Capital
$
Accumulated Other Comprehensive Income (Loss)
$
Retained Earnings
$
Total
$
Shares(1)
Amount
$
As at December 31, 20211,258,971,590 8,040 161 (6)2,938 11,133 
Exercise of stock options1,055,130 11 (5)— — 
Stock-based compensation— — 118 — — 118 
Vesting of restricted share units1,339,300 100 (100)— — — 
Net loss and comprehensive loss for the period— — — (1,474)(1,468)
As at March 31, 20221,261,366,020 8,151 174  1,464 9,789 
Exercise of stock options316,540 (1)— — 
Stock-based compensation— — 139 — — 139 
Vesting of restricted share units1,182,360 91 (91)— — — 
Issuance of Founder share— — — — — 
Net loss and comprehensive loss for the period— — — (9)(1,204)(1,213)
As at June 30, 20221,262,864,921 8,245 221 (9)260 8,717 
Exercise of stock options739,465 (3)— — 
Stock-based compensation— — 150 — — 150 
Vesting of restricted share units2,764,061 199 (199)— — — 
Issuance of shares related to business acquisitions5,649,600 202 (192)— — 10 
Net loss and comprehensive loss for the period— — — (29)(159)(188)
As at September 30, 20221,272,018,047 8,653 (23)(38)101 8,693 
    
(1) Prior year share amounts have been retrospectively adjusted to reflect the ten-for-one share split ("Share Split") effected in June 2022.
4



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

Common Stock  Additional
Paid-In Capital
$
Accumulated Other Comprehensive Income (Loss)
$
Accumulated Deficit
$
Total
$
SharesAmount
$
As at December 31, 20221,275,128,567 8,747 30 (16)(522)8,239 
Exercise of stock options624,667 13 (7)— — 
Stock-based compensation— — 135 — — 135 
Vesting of restricted share units2,923,934 116 (116)— — — 
Issuance of restricted shares related to business acquisitions238,468 10 (10)— — — 
Net income and comprehensive income for the period— — — 68 77 
As at March 31, 20231,278,915,636 8,886 32 (7)(454)8,457 
Exercise of stock options1,611,850 50 (24)— — 26 
Stock-based compensation— — 280 — — 280 
Vesting of restricted share units1,942,859 83 (83)— — — 
Net loss and comprehensive loss for the period— — — 11 (1,311)(1,300)
As at June 30, 20231,282,470,345 9,019 205 4 (1,765)7,463 
Exercise of stock options724,193 20 (9)— — 11 
Stock-based compensation— — 102 — — 102 
Vesting of restricted share units1,064,310 59 (59)— — — 
Net income and comprehensive income for the period— — — (10)718 708 
As at September 30, 20231,284,258,848 9,098 239 (6)(1,047)8,284 

The accompanying notes are an integral part of these condensed consolidated financial statements.
5



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

Three months endedNine months ended
September 30, 2023September 30, 2022September 30, 2023September 30, 2022
$$$$
Cash flows from operating activities
Net income (loss) for the period718(159)(525)(2,837)
Adjustments to reconcile net income (loss) to net cash provided by (used in) operating activities:
Amortization and depreciation13296063
Stock-based compensation102150517407
Impairment of right-of-use assets and leasehold improvements3838
Provision for transaction and loan losses8225154
Deferred income tax (recovery) expense(1)(1)2(181)
Revenue related to non-cash consideration(36)(33)(123)(87)
Impairment on sales of Shopify's logistics businesses1,340
Net (gain) loss on equity and other investments(555)(169)(1,051)2,443
Net loss on equity method investment1010
Unrealized foreign exchange loss810626
Changes in operating assets and liabilities(1)
(27)17171(122)
Net cash provided by (used in) operating activities278(134)496(234)
Cash flows from investing activities
Acquisitions of property and equipment(2)(14)(37)(42)
Purchase of marketable securities(1,781)(1,535)(4,158)(3,568)
Maturity of marketable securities1,3361,5843,9785,274
Purchases and originations of loans(1)
(528)(172)(1,334)(377)
Repayments of loans(1)
37992824219
Purchase of equity and other investments(60)(104)(630)
Acquisition of businesses, net of cash acquired(1,724)(31)(1,754)
Other(10)(36)
Net cash used in investing activities(606)(1,829)(898)(878)
Cash flows from financing activities
Proceeds from the exercise of stock options1134311
Net cash provided by financing activities1134311
Effect of foreign exchange on cash and cash equivalents(7)(13)(3)(24)
Net decrease in cash and cash equivalents(324)(1,973)(362)(1,125)
Cash and cash equivalents – Beginning of Period1,6113,3511,6492,503
Cash and cash equivalents – End of Period1,2871,3781,2871,378
Supplemental cash flow information:
Cash paid for amounts included in the measurement of lease liabilities included in cash flows from operating activities8152733
Lease liabilities arising from obtaining right-of-use assets131172
Acquired property and equipment remaining unpaid1313
Cash paid for income taxes, net512626
Cash paid for interest11
(1) Comparative figures have been reclassified in order to conform to the current period presentation.

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


Shopify Inc.
Notes to the Condensed Consolidated Financial Statements
(unaudited)
(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 provider of essential internet infrastructure for commerce, offering trusted tools to start, grow, market, and manage a retail 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. 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 and customers 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 unaudited condensed consolidated financial statements include the accounts of the Company and its directly and indirectly held wholly owned subsidiaries. All intercompany accounts and transactions have been eliminated upon consolidation.
These unaudited condensed 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 ("SEC") regarding financial reporting. Certain information and note disclosures normally included in annual financial statements prepared in accordance with U.S. GAAP have been condensed or omitted pursuant to such rules and regulations.
In the opinion of the Company, the accompanying unaudited condensed consolidated financial statements contain all adjustments, consisting of only normal recurring adjustments, necessary for the fair statement of its financial position, results of operations and comprehensive income (loss), changes in shareholders' equity and cash flows for the interim periods. The financial statements should be read in conjunction with the audited consolidated financial statements and notes thereto for the year ended December 31, 2022. The condensed consolidated balance sheet at December 31, 2022 was derived from the audited annual financial statements, but does not contain all of the footnote disclosures from the annual financial statements.
Beginning with the first quarter of fiscal year 2023, the Company began reporting all dollar amounts in millions.
The interim results for the three and nine months ended September 30, 2023 are not necessarily indicative of the results expected for the full fiscal year.

3.Significant Accounting Policies

Except for the additions to the equity and other investments accounting policy, which are discussed below, there have been no material changes to the Company’s significant accounting policies during the three and nine months ended September 30, 2023, as compared to the significant accounting policies described in the Company’s annual consolidated financial statements for the year ended December 31, 2022.
7


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

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.

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 recognized into net 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).
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 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. The Company has determined that the investment in Flexport, Inc. ("Flexport") is an equity method investment. The Company's share of income and loss in the investee is presented as " Net loss on equity method investment" in the condensed consolidated statement of operations and comprehensive income (loss).

The Company assesses its equity method investment for impairment when events or circumstances 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.

The Company also holds an investment option to purchase Series B common shares of Klaviyo, Inc. and is accounted for as a derivative instrument and valued quarterly using the Black-Scholes model. These derivative instruments are not designated as hedges and classified in equity and other investments.

The Company also 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. The Company has determined, as of September 30, 2023 and 2022 that there were no variable interest entities required to be consolidated in the Company’s consolidated financial statements.

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 recognized in net income (loss).

Use of Estimates

The preparation of the condensed 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 condensed 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 condensed 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 of expected credit losses related to financial assets measured at amortized cost, including contract balances and loans and merchant cash advances; inputs used to fair value equity and other investments in private companies, including revenue growth rates, revenue multiples based on market comparables and a discount for lack of
8


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

marketability; estimates and judgments involved in applying the measurement alternative associated with equity and other investments in private companies, including the Company's assessment to evaluate whether an investment is impaired through analyzing market conditions, business results and other qualitative measures and to measure the amount of that impairment, when applicable, by developing certain key assumptions, including revenue growth rates, revenue multiples based on market comparables and a discount for lack of marketability; probabilities of achieving performance milestones associated with non-cash revenue consideration from strategic partnerships; and estimates involved in evaluating the probability and amount of loss contingencies.

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 products 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, and loans receivable and merchant cash advances. Trade and other receivables, and 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 at September 30, 2023. The Company’s policies cover certain loans and merchant cash advances, subject under certain policies to minimum claim requirements and regional restrictions. The Company pays EDC a monthly premium based on total eligible dollars advanced, and records this as general and administrative expense in the condensed 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 at September 30, 2023 is covered. The receivable related to insurance recoveries, if any, is included in the loans and merchant cash advances balance. 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.
9


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


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 British pound sterling ("GBP"), Euros ("EUR") and Canadian dollars ("CAD"). Furthermore, as the Company continues 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.

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 5. By their nature, derivative financial instruments involve risk, including the credit risk of non-performance by counterparties.

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 condensed consolidated statement of operations and comprehensive income (loss), for the nine months ended September 30, 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 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, bringing Shopify's total ownership stake in Flexport to approximately 17% equity ownership on a fully-diluted basis inclusive of warrants and options at the time of sale. The investment in Flexport is accounted for under the equity investment method (see Note 5).

10


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

5.Financial Instruments

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 fair values of the convertible notes in private companies were determined based on binomial pricing models for which the Company was required to develop its own assumptions, including the underlying entities' valuations.

The following tables summarize debt securities by significant investment classification and level within the fair value hierarchy:
As at September 30, 2023
Carrying Value
Cash EquivalentsMarketable SecuritiesEquity and Other InvestmentsFair Value
$$$$
Level 1:
U.S. term deposits445456
U.S. federal bonds and agency securities1,7981,798
Canadian federal bonds and agency securities124124
Corporate bonds and commercial paper224224
2242,3672,602
Level 2:
Corporate bonds and commercial paper1,2641,264
Level 3:
Convertible notes in private companies225225
2243,6312254,091

The fair values of marketable securities above include accrued interest of $18, which is excluded from the carrying amounts. The accrued interest is included in trade and other receivables in the condensed consolidated balance sheets. Additional accrued interest of $19 recognized on the convertible notes in private companies is included in the carrying amount and fair value above.

In the three and nine months ended September 30, 2023, $3 of unrealized losses, associated with the Company's convertible notes in private companies were recorded within "net unrealized gain (loss) on equity and other investments" in the condensed consolidated statement of operations and comprehensive income (loss) ($1 of unrealized gains and $30 of unrealized losses for the three and nine months ended September 30, 2022, respectively). Additionally, interest income of $2 and $7 was recorded within "interest income" in the condensed consolidated statement of operations and comprehensive income (loss) ($2 and $6 for the three and nine months ended September 30, 2022).
11


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

As at December 31, 2022
Carrying Value
Cash EquivalentsMarketable SecuritiesEquity and Other InvestmentsFair Value
$$$$
Level 1:
U.S. term deposits600608
U.S. federal bonds and agency securities28741769
Canadian federal bonds and agency securities202547750
Corporate bonds and commercial paper202202
Repurchase agreements9999
5311,8882,428
Level 2:
Corporate bonds and commercial paper1,5161,518
Level 3:
Convertible notes in private companies221221
5313,4042214,167

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 condensed 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.

All cash equivalents and marketable securities mature within one year of the condensed consolidated balance sheet date.
12


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


Equity Investments with Readily Determinable Fair Values

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:
September 30, 2023December 31, 2022
Level 1Level 3TotalLevel 1Level 3Total
$$$$$$
Global-E Online Ltd.(1)
8591787640051451
Klaviyo, Inc.(2)
455149604
Affirm Holdings, Inc.432432196196
Other11
1,7461661,91259751648
(1) In the three and nine months ended September 30, 2023, $nil and $49, respectively, were transferred from Level 3 to Level 1 due to the vesting of warrants (September 30, 2022 - $28 and $163). 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 12% at September 30, 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. 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 September 30, 2023.

Adjustments related to equity and other investments with readily determinable fair values for the three and nine months ended September 30, 2023 and 2022 were as follows:

Three months endedNine months ended
September 30, 2023September 30, 2022September 30, 2023September 30, 2022
$$$$
Balance, beginning of the period1,213 801 648 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— (3)(1)(3)
Net unrealized gains (losses)442 164 1,008 (2,376)
Transfers from measurement alternative(2)
257 — 257 — 
Balance, end of the period1,912 962 1,912 962 
(1) During the nine months ended September 30, 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 condensed 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:
13


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

September 30, 2023December 31, 2022
$$
Total initial value825 1,360 
Cumulative gross unrealized gains54 59 
Cumulative gross unrealized losses and impairment(346)(334)
Total carrying value of equity and other investments without readily determinable fair values533 1,085 



Adjustments related to equity and other investments without readily determinable fair values for the three and nine months ended September 30, 2023 and 2022 were as follows:
Three months endedNine months ended
September 30, 2023September 30, 2022September 30, 2023September 30, 2022
$$$$
Balance, beginning of the period856 928 1,085 543 
Adjustments related to equity and other investments without readily determinable fair values:
Purchases of equity and other investments— 111 104 594 
Investments received as non-cash consideration in exchange for services— 196 60 244 
Gross unrealized gains12 
Sales of equity and other investments(1)
— — — (13)
Gross unrealized losses and impairments(2)
(14)— (91)(138)
Transfers out of measurement alternative(3)
(311)— (634)— 
Balance, end of the period533 1,242 533 1,242 
(1) During the nine months ended September 30, 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 condensed consolidated statement of operations and comprehensive income (loss).
(2) During the nine months ended September 30, 2023, the Company identified observable price changes resulting in the remeasurement of private investments at fair value on a non-recurring basis. During the nine months ended September 30, 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 condensed consolidated statement of operations and comprehensive income (loss).
(3) Effective September 20, 2023, 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 at September 30, 2023, included in the total $533 of equity and other investments without readily determinable fair values, $374 was remeasured at fair value and was classified within Level 3 of the fair value measurement hierarchy on a non-recurring basis.

Equity Method Investment

14


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

Shopify holds an equity method investment which is presented within "equity method investment" in the condensed consolidated balance sheets and is carried at the amount of the Shopify’s investment and is 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 condensed 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 three and nine months ended September 30, 2023, our share of the loss in the investee for the initial period, including amortization of the basis difference, was $10.

The current carrying value of the equity method investment includes multiple valuations done at different points in time as well as Shopify's share of the investee's income or loss and the basis difference amortization, and as at September 30, 2023 was $828. 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 at September 30, 2023, the Company held foreign exchange forward contracts and options for USD, GBP and CAD with a total notional value of $487 (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:
September 30, 2023December 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 

15


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

Unrealized losses related to changes in the fair value of foreign exchange forward contracts and options designated as cash flow hedges were as follows:
September 30, 2023September 30, 2022
$$
Unrealized losses(4)(36)

The unrealized losses were included in "accumulated other comprehensive income (loss)" and "accounts payable and accrued liabilities" on the condensed 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:
Three months endedNine months ended
September 30, 2023September 30, 2022September 30, 2023September 30, 2022
$$$$
Realized losses in operating expenses— (4)(12)(11)

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 three 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 at September 30, 2023, utilizing a discount for lack of marketability of 29%, was $182, representing an unrealized gain of $128 for the three and nine months ended September 30, 2023 (presented as a component of "net unrealized gain (loss) on equity and other investments").

6.Contract Balances
    
When revenue is recognized, the Company records a receivable that is included in trade and other receivables on the condensed consolidated balance sheets. Trade receivables and unbilled revenues, net of allowance for credit losses, were as follows:
 September 30, 2023December 31, 2022January 1, 2021
$$$
Unbilled revenues, net125 123 87 
Trade receivables, net48 80 40 
Indirect taxes receivable35 31 39 
Other receivables22 23 13 
Accrued interest18 16 13 
 248 273 192 

Unbilled revenues represent amounts not yet billed related to subscription fees for Plus merchants, transaction fees, shipping charges, and partner referral fees as at the condensed consolidated balance sheet date.

16


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


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:
Three months ended
Nine months ended
 September 30, 2023September 30, 2022September 30, 2023September 30, 2022
$$$$
Allowance, beginning of the period16 
Provision for credit losses related to uncollectible receivables11 
Write-offs(1)(2)(10)(4)
Allowance, end of the period12 14 12 14 

Changes in total deferred revenue were as follows:
Three months ended
Nine months ended
 September 30, 2023September 30, 2022September 30, 2023September 30, 2022
$$$$
Balance, beginning of the period546 413 564 380 
Deferral of revenue95 264 199 363 
Recognition of deferred revenue(1)
(121)(90)(243)(156)
Balance, end of the period520 587 520 587 
Current portion304 288 
Long term portion216 299 
520 587 
(1) Includes impairment of deferred revenue due to the sales of Shopify's logistics businesses (see Note 4) during the nine months ended September 30, 2023.

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

As at September 30, 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. Within total deferred revenue outlined above, non-cash consideration represents a significant portion of the balance as at September 30, 2023.

17


Shopify Inc.
Notes to the Condensed Consolidated Financial Statements
(unaudited)
(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 three and nine months ended September 30, 2023 and 2022:

Three months ended
Nine months ended
 September 30, 2023September 30, 2022September 30, 2023September 30, 2022
$$$$
Balance, beginning of the period355 253 382 230 
Non-cash consideration received in exchange for services— 196 60 273 
Revenue recognized related to non-cash consideration(36)(33)(123)(87)
Balance, end of the period319 416 319 416 
Current portion111 137 
Long term portion208 279 
319 416 

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.

7.Loans and Merchant Cash Advances
    
September 30, 2023December 31, 2022January 1, 2022
$$$
Loans receivable, gross(1)
726 228 73 
Allowance for credit losses related to uncollectible loans receivable(47)(19)(3)
Merchant cash advances receivable, gross192 420 439 
Allowance for credit losses related to uncollectible merchant cash advances receivable(38)(49)(38)
Loans and merchant cash advances, net833 580 471 
(1) Included in the loans receivable, gross balance as at September 30, 2023 is $12 of interest receivable (December 31, 2022 - $3, January 1, 2022 - $nil)

18


Shopify Inc.
Notes to the Condensed Consolidated Financial Statements
(unaudited)
(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:
Three months endedNine months ended
September 30, 2023September 30, 2022September 30, 2023September 30, 2022
$$$$
Allowance, beginning of the period36 19 
Provision for credit losses related to uncollectible loans receivable16 38 15 
Loans receivable charged off, net of recoveries(5)(2)(10)(4)
Allowance, end of the period47 14 47 14 

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.
September 30, 2023
Year of origination
20232022TotalPercent
Current$683 $$690 95.0 %
30-59 Days0.4 %
60-89 Days0.6 %
90-179 Days1.1 %
180+ Days15 21 2.9 %
Total$709 $17 $726 100.0 %

December 31, 2022
Year of origination
20222021TotalPercent
Current$215 $— $215 94.2 %
30-59 Days— 0.9 %
60-89 Days— 0.7 %
90-179 Days— 1.6 %
180+ Days— 2.6 %
Total$228 $— $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 charge off 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).
19


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


For certain Shopify Capital loans, there is a fixed maximum repayment term. For certain other Shopify Capital loans, the Company calculates an expected repayment date. 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. In the three and nine months ended September 30, 2023 $43 and $99, respectively, of revenue recognized as merchant solutions revenue required the application of an effective interest rate, per ASC 310 (September 30, 2022 - $13 and $28) .

Merchant Cash Advances

The following table summarizes the activities of the Company’s allowance for credit losses related to uncollectible merchant cash advances receivable:
Three months endedNine months ended
September 30, 2023September 30, 2022September 30, 2023September 30, 2022
$$$$
Allowance, beginning of the period46 47 49 38 
Provision for credit losses related to uncollectible merchant cash advances receivable15 15 38 
Merchant cash advances receivable charged off, net of recoveries(10)(10)(26)(24)
Allowance, end of the period38 52 38 52 

8.Leases

During the three and nine months ended September 30, 2023, 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 three and nine months ended September 30, 2023, the Company recorded impairment charges related to its right-of-use assets and leasehold improvements of $38.


9.Goodwill

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

The Company recognized goodwill impairment of $1,438 in the nine months ended September 30, 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 condensed 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
20


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

carrying amount. No goodwill impairment was recognized on the remaining goodwill during the three and nine months ended September 30, 2023 or in the year ended December 31, 2022.

The gross changes in the carrying amount of goodwill as of September 30, 2023 and December 31, 2022 are as follows:
September 30, 2023December 31, 2022
 $$
Balance, beginning of the period1,836 357 
Acquisition of Deliverr— 1,438 
Other acquisitions(1)
29 41 
Impairment on sales of Shopify's logistics businesses(1,438)— 
Balance, end of the period427 1,836 
(1) During nine months ended September 30, 2023 and the year ended December 31, 2022, the Company completed individually immaterial acquisitions that resulted in goodwill being recognized.

10.Convertible Senior Notes

In September 2020, the Company issued $920 aggregate principal amount of 0.125% convertible senior notes due 2025 (the "Notes"). 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.

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:
September 30, 2023December 31, 2022
$$
Principal920 920 
Unamortized offering costs(5)(7)
Net carrying amount915 913 

21


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

In the three and nine months ended September 30, 2023, the Company recognized $nil and $1 (September 30, 2022 - $nil and $1), respectively, of contractual interest expense, and recognized $1 and $2 (September 30, 2022 - $1 and $2) of amortization of offering costs, related to the outstanding Notes.

As at September 30, 2023, the estimated fair value of the Notes was approximately $817 (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.

11.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 at September 30, 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.

12.Litigation and Loss 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.

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.

13.Shareholders’ Equity

Stock-Based Compensation

As at September 30, 2023 there were 360,772,536 shares reserved for issuance under the Company's Second Amended and Restated Stock Option Plan ("SOP") and the Second Amended and Restated Long Term Incentive Plan ("LTIP").

22


Shopify Inc.
Notes to the Condensed Consolidated Financial Statements
(unaudited)
(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 nine months ended September 30, 2023:
Shares Subject to Options OutstandingOutstanding 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 RSUsWeighted Average Grant Date Fair Value
$
December 31, 202214,008,761 36.55 6.71195  10,218,906 43.74 
Stock options granted2,034,087 46.67 — — 24.92 — — 
Stock options exercised(2,960,710)14.13 — — — — — 
Stock options forfeited(1,431,061)24.72 — — — — — 
RSUs granted— — — — — 3,944,468 52.87 
RSUs settled— — — — — (5,931,103)43.37 
RSUs forfeited— — — — — (3,963,673)43.50 
September 30, 202311,651,077 45.47 6.54244  4,268,598 52.93 
Stock options exercisable as of September 30, 20238,272,244 41.78 5.55 203 
(1) As at September 30, 2023, 650,114 of the outstanding stock options were granted under the Company's Fourth Amended and Restated Stock Option Plan ("Legacy Option Plan") and are exercisable for Class B restricted voting shares, 10,837,812 of the outstanding stock options were granted under the Company's SOP and are exercisable for Class A subordinate voting shares, and 163,151 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 September 30, 2023 and December 31, 2022.
As at September 30, 2023 the Company had issued 12,877 DSUs under its LTIP.

The following table illustrates the classification of stock-based compensation expense in the condensed consolidated statements of operations and comprehensive income (loss), which includes both stock-based compensation and restricted stock-compensation expense:  
Three months endedNine months ended
September 30, 2023September 30, 2022September 30, 2023September 30, 2022
$$$$
Cost of revenues
236
Sales and marketing(1)
16174349
Research and development(1)
67105416285
General and administrative
19265567
102150517407
(1) Includes accelerated stock-based compensation of $4 and $5 in sales and marketing during the three and nine months ended September 30, 2023, respectively, and $164 in research and development during the nine months ended September 30, 2023.
23


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

14.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 nine months ended September 30, 2023 and 2022:
Accumulated Other Comprehensive Income (Loss)
Nine months ended
September 30, 2023September 30, 2022
$$
Balance, beginning of the period(16)(6)
Other comprehensive income (loss) before reclassifications(2)(43)
Loss on cash flow hedges reclassified from accumulated other comprehensive income (loss) to earnings were as follows:
Sales and marketing
Research and development
General and administrative
Other comprehensive income (loss), net of tax10 (32)
Balance, end of the period(6)(38)

15.Income Taxes

The Company's provision for, or recovery of, income taxes is determined by applying the estimated annual effective tax rate to income or loss from recurring operations and adding the effects of any discrete income tax items specific to the period.

The Company updates its estimate of the annual effective tax rate each quarter and makes cumulative adjustments if its estimated annual tax rate changes. The Company’s effective tax rate may be subject to fluctuation during the year as new information is obtained, which may affect the assumptions used to estimate the annual effective tax rate, including factors such as the mix of forecasted pre-tax earnings in the various jurisdictions in which the Company operates, valuation allowances against deferred tax assets, the recognition and derecognition of tax benefits related to uncertain tax positions, and changes in or the interpretation of tax laws in jurisdictions where the Company conducts business.

The Company had a provision for income taxes of $10 and $28 in the three and nine months ended September 30, 2023, respectively, on account of earnings in jurisdictions outside of North America.

The Company had a provision for income taxes of $1 in the three months ended September 30, 2022, on account of earnings in jurisdictions outside of North America. The Company had a recovery of income taxes of $172 in the nine months ended September 30, 2022, primarily as a result of the unrealized loss on equity and other investments.

24


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

16.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 following table summarizes the reconciliation of the basic weighted average number of shares outstanding and the diluted weighted average number of shares outstanding:    
Three months endedNine months ended
September 30, 2023September 30, 2022September 30, 2023September 30, 2022
Numerator:
Net income (loss)$718 $(159)$(525)$(2,837)
Denominator:
Basic weighted average number of shares outstanding
1,283,329,2131,269,425,2261,280,229,3571,263,885,372
Weighted average effect of dilutive securities:
Stock options4,358,365
Restricted share units1,741,555
Convertible senior notes6,388,480
Deferred share units12,575
Diluted weighted average number of shares
1,295,830,1881,269,425,2261,280,229,3571,263,885,372
Net income (loss) per share:
Basic
$0.56 $(0.12)$(0.41)$(2.24)
Diluted
$0.55 $(0.12)$(0.41)$(2.24)
Common stock equivalents excluded from net income (loss) per diluted share because they are anti-dilutive:
Stock options41,80513,825,888 11,651,07713,825,888 
Restricted share units202,7549,931,517 4,268,5989,931,517 
Convertible senior notes6,388,480 6,388,4806,388,480 
Deferred share units10,468 12,87710,468 
244,55930,156,353 22,321,03230,156,353 

25


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


17.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 $148 in total severance related costs in the nine months ended September 30, 2023. As at September 30, 2023, the accrued severance and other personnel liabilities related to the 2023 Reduction in Workforce, included within "Accounts payable and accrued liabilities" on the condensed consolidated balance sheets, were immaterial.

A summary of the 2023 Reduction in Workforce costs recorded for severance related costs in the nine months ended September 30, 2023 is as follows:
Nine months ended
September 30, 2023
$
Sales and marketing28
Research and development102
General and administrative18
148


26