Shopify AI成本可控，商业化变现将成为下一阶段核心主线

17 June 2026 United States SHOP.OQ Software Al Costs Are Manageable; ExpectMonetization to be the Next Story Research Analyst+1-212-250-6775 of Generative Al on Shopify's financial model. Specifically, concerns haveemerged that subscription gross margins could remain under pressure due toincrementalcomputecostsassociatedwithSidekick.Asaresult,someinvestorsview Shopify as at risk of being grouped with software peers that have yet todemonstrate a clear path to Al monetization while seeing gross marginscompress.Against this backdrop,weattempt to quantifythe financial impact ofcompute-intensive Aladoption and assess howthese costs are flowing throughSubscriptionSolutionscostofrevenueandgrossmargin.Importantly,webelievethesecostpressuresaremorethanoffsetbythesignificantproductivitygainsand merchant value delivered by Sidekick, as evidenced by rapid adoption andpositive userfeedback.As a result, we expect Shopifywill beable to monetizeSidekickthroughpriceincreasesonitscoresubscription tiers overthenextseveral quarters. ResearchAnalyst+1-212-250-8563 Research Associate+1-212-250-1575 ResearchAssociate+1-212-250-9075 WeestimateSidekick-relatedAlexpenseswereapproximately~s$5mnin1Q26which on an annualized basis would equate to a ~s2Omn+ impact (assumingcontinued usage growth).On a margin basis, we see these Al costs impactingsubscription gross margins by ~5Obps (with some of this offset by other Al-related savings to customer service, etc). Given our view on pricing and runningthrough3differentscenarios(10%,20%,and30%effectiveprice increaseoncoreSKUs), we expect the company to more than offset this incremental cost witheachscenariodrivinganincremental$150mn,$300mn,and$450mninannualized subscription revenue.While the timing and structure of a priceincrease remainuncertain,wehavehigh conviction that Shopify canbetteralignpricing with delivered value, thereby driving both revenue and profit upside andreframing the investor narrative from A/ cost pressure to A/ monetization. Herein, we provide insights to our estimated costs associated with scalingadoptionof Sidekick,along with our scenarios fora potential price increaseandthe degree to which it could more than offset Sidekick token headwinds. During1Q26,Subscription Solutions gross margins experienced seasonally atypicalq/qcompression,which webelievewas driven,inpart, byhighercomputecostsassociatedwithscalingSidekickadoption,Specifically, the cost of subscription revenue rose $25mn/19% yly, driven primarilyby a $22mn increase in cloud and infrastructure costs and recent filingsexplicitly note Al-related usage as a driver.We see most of the y/y increase fromincreases inmerchant count, traffic,and geo expansion but also believe Al costspartially aided the yly increase. While some investors are concerned Al/LLM costswill structurally lower gross margins,we expect these pressures to continue in thenear-term, but view them as more of a transitory headwind and important inseeding merchants with Shopify's Al. While Shopify does not disclose detailed unit economics for Sidekick (e.g., tokenusage, cost per conversation), management provided several engagementdatapoints that helpframeusagetrends.The company disclosed engagementmetrics, including weekly active shops using Sidekick growing ~4x year-over-yearin 1Q26 executing heavy operational lifts such as generating >12k custom appsand building ~50% of all Shopify Flow automations in the quarter. Additionally inthe past, Shopify shared merchants carried out 8mn conversations in October2025,and100mnconversationshavetakenplacetodate,and>750Kmerchantsused Sidekick for the first time (all when reporting as of 3Q25 earnings). Taking this all into account, we attempt to triangulate on exactly how muchAl/LLM costs are weighing on margins through a variety of ways. First is abottom's up token build with the second approach looking at subscription grossmargin trends when adjusting for App, Themes, and Store revenues. While allapproaches are subject to many assumptions, we conclude that the impact fromAl costs is in the neighborhood of ~$5mn in F1Q, up from ~$3 million in F4Q. Onan annual basis, we see Sidekick-related token costs impacting gross margins by5Obps,thoughexpectsomeofthistobeoffsetbyotherAl-relatedsavingsinareassuchascustomerservice Bottom-up token build We construct a bottom-up estimate of Sidekick inference costs by leveragingavailable company disclosures (e.g.,conversation volume,merchant adoption)and extrapolating from usage trends shown in recent investor materials.Whilethe analysis is inherently assumption-driven, we believe the key inputs arereasonably framed around three variables:merchant usage mix,conversationvolume,andsessionintensity.Weassumeroughly25%ofSidekickmerchantsarepower users in1Q(upfrom~20% inpriorquarters giventhe improvements tocapabilities including App building and Flow post Winter Edition) and we anchorquarterlyconversationvolumetomanagement'sdisclosureof8mnconversationsinOctoberandd