Shopify’s Wide Moat and Accelerating Growth — But are Valuation Too High?
Deep Dive into $SHOP: Valuation, Segment Growth, Key Metrics, Profitability, Expenses, Product Launches, Customer Retention, Financial Stability, SBC/Revenue, and Shareholder Dilution.
Shopify is pressing its advantage. Heavy R&D keeps the product flywheel spinning, while a wide economic moat—switching costs, scale, brand—anchors durability. Execution remains sharp: revenue grew +31.1% YoY, with a credible setup for ~+34.2% YoY next quarter. GMV/GPV are expanding steadily; MRR +9% YoY lags but higher-value Plus and a Subscription gross margin at 81.6% support mix quality. Free cash flow is robust; the exit from logistics concentrates on higher-margin software. Valuation is rich—EV/S 15.16, P/E 95.7, high PEG ~3.8—yet leadership, innovation, and enterprise traction argue for a premium. One open question: can growth outpace multiple risk while MRR decelerates and premium valuation stretches further?
Table of Contents:
1. Company Overview – A brief summary of the company, including its mission, sector, competitive advantage, and total addressable market (TAM).
2. Valuation – Analysis of changes in Forward EV/Sales and Forward P/E multiples, along with comparisons to peers within the same sector.
3. Economic Moat – Evaluation of the company’s moat across five key types: Economies of Scale, Network Effect, Brand, Intellectual Property, and Switching Costs.
4. Revenue Growth – Review of revenue growth dynamics over the past two years.
5. Segments and Main Products – Overview of the company’s business segments, latest quarterly performance by segment, product innovation.
6. Market Leadership – Assessment of the company’s leadership status in its segment, as recognized by reputable rating agencies like Gartner, The Forrester Wave, etc.
7. Customers – Analysis of customer growth trends, customer success stories, and major customer wins. Strategic Partnerships and International Expansion.
8. Key Performance Indicators (KPIs) – Review of GMV, GPV, MRR, Attach Rate, profitability, operating expenses, balance sheet strength, and shareholder dilution.
9. Conclusion – Final thoughts and summary based on the above analysis.
1. Company overview
About Shopify
Shopify is a leading e-commerce platform founded in 2006 by Tobias Lütke and Scott Lake. Headquartered in Ottawa, Canada, the company enables businesses to build and manage online stores, process payments, and handle shipping. As of today, Shopify powers over 4.6 million active websites worldwide. Since going public in 2015, it has expanded into point-of-sale systems, fulfillment services, and merchant financing.
Company Mission
Shopify’s mission is “To make commerce better for everyone.” The company focuses on helping businesses of all sizes succeed online by offering intuitive tools that reduce technical complexity and enhance merchant focus on product and customer experience.
Sector
Shopify operates in the e-commerce technology sector. As of 2025, it holds a 10.32% share of the global e-commerce software market and a commanding 29% share in the U.S. e-commerce platform market. Its platform supports multiple industries, with retail making up 11% of its customer base.
Competitive Advantage
Shopify’s edge lies in its scalable solutions, extensive partner ecosystem, and focus on small to mid-sized businesses. Its integrated services, such as Shopify Payments, simplify operations for merchants. The company continually improves the platform through regular feature updates and empowers brands to go direct-to-consumer, bypassing traditional retail channels.
Total Addressable Market (TAM)
Shopify’s current Total Addressable Market (TAM) stands at $849 billion, covering subscription solutions, online and offline payments, and merchant services. The company has only 2% penetration in its core $404 billion Serviceable Addressable Market (SAM), leaving significant room for expansion.
TAM is segmented into offline payments $459 billion (54%), online payments $157 billion (18%), merchant services $152 billion (18%), and subscription solutions $81 billion (10%). Global e-commerce is projected to reach $76.4 trillion by 2030, growing at an 18% CAGR, creating strong long-term demand for Shopify’s suite.
Expansion is fueled by innovation in Shopify Payments, B2B tools, and cross-border commerce infrastructure. The platform now operates in 175+ countries, scaling localized payments and compliance. Growth is accelerating beyond SMBs into enterprises with Shopify Plus, while the company pushes further into offline retail and omnichannel commerce.
By 2030, TAM could reach $1.96 trillion under a conservative scenario (15% CAGR), $2.30 trillion in a moderate case (18% CAGR), and $2.80 trillion in an aggressive outlook (22% CAGR).
Key catalysts include global e-commerce penetration at just 11% of retail, sustained U.S. entrepreneurship with ~5 million new businesses annually, B2B e-commerce projected at $36 trillion by 2026, accelerating omnichannel adoption, and rising cross-border commerce supported by Shopify’s localization investments.
With only 2% penetration in its SAM, Shopify’s white space remains vast, positioning the company for substantial growth through 2030.
2. Valuation
$SHOP Shopify is trading at a Forward EV/Sales multiple of 15.16, which is above the median of 11.33 and close to valuation levels based on multiples from 2018-2019.
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$SHOP Shopify is trading at a Forward P/E multiple of 95.7, with revenue growth of +31.1% YoY in the most recent quarter. This forward P/E ratio is 3.1 times the anticipated revenue growth rate.
The EPS growth forecast for 2026 is 27%, with a P/E of 102.8, resulting in a 2026 PEG ratio of 3.8.
According to PEG ratio valuation is high.
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The PEG (Price/Earnings to Growth) ratio is a key tool for evaluating growth stocks, introduced by Peter Lynch.
PEG < 1: Undervalued – A ratio below 1 suggests the stock is undervalued. For example, if the P/E is 15 and earnings are expected to grow by 20%, the PEG would be 0.75, indicating a good buying opportunity.
PEG = 1: Fair Value – A PEG of 1 means the stock price matches its growth expectations, representing fair value.
PEG > 1: Overvalued – A PEG above 1 indicates the stock may be overvalued, as its price is higher than its projected growth rate, making it riskier.
Valuation comparison
Analysts forecast $SHOP revenue growth of +29.3% in 2025 and +22.3% in 2026. Based on this outlook, the valuation using the EV/Sales multiple appears to be trading at a premium compared to other companies in the e-commerce sector.
Analysts expect strong revenue growth, so let’s examine the key metrics to determine whether these expectations are justified.
We’ll evaluate the company’s economic moat, which supports long-term revenue growth, analyze revenue trends and the forecast for next quarter, and identify key factors that could help the company exceed expectations and sustain future growth.
We’ll assess the performance of key segments, the launch of new products and updates, customer acquisition growth, key financial metrics, financial stability, and margin trends.
Additionally, we’ll review the SBC/Revenue ratio, shareholder dilution, and finally, draw conclusions on the company’s outlook.
3. Economic Moat
Shopify has established itself as a dominant force in the e-commerce platform space, with Morningstar analysts recognizing the company as having a wide economic moat. This comprehensive analysis examines the five key components of Shopify’s competitive advantages and their respective strengths in creating sustainable barriers to competition.
Economies of Scale
Shopify powers 4.8 million active stores globally, generating transaction volume that enables better pricing with payment processors, infrastructure providers, and fulfillment partners. Scale reduces per-unit costs and supports heavy R&D investment benefiting the entire merchant base. The company’s cloud infrastructure processes 10,000+ checkouts per minute without compromising uptime, a capability smaller rivals cannot replicate cost-effectively. The dual-revenue model compounds growth, with Merchant Solutions up 37% YoY in Q2 2025 versus 17% for Subscription Solutions, showing how scale drives disproportionate revenue gains.
Network Effects
Shopify’s ecosystem flywheel delivers strong network effects. The App Store hosts 16,000+ apps, with developers earning $1 billion+ in payouts over the past year, incentivizing continuous innovation. As more merchants join, developers expand functionality, making the platform increasingly attractive. Shop Pay GMV grew 65% in Q2 2025, while 90% of eligible merchants use Shopify Payments, enabling cross-merchant data aggregation. Tools like Shopify Audiences cut customer acquisition costs by up to 50%, reinforcing platform stickiness. The partner network of agencies and developers specializing in Shopify adds another layer of gravity, making the ecosystem difficult to abandon.
Brand Strength
Shopify is positioned as the trusted growth partner for serious entrepreneurs, contrasting with Wix and Squarespace’s focus on simplicity. High-profile brands such as Starbucks, Canada Goose, and Burton Snowboards validate its enterprise-scale capabilities. Content channels including Shopify Blog and Shopify Learn establish authority in entrepreneurship, building trust before merchants subscribe. Shopify emphasizes independence and brand ownership over Amazon’s marketplace model, appealing to merchants focused on customer control. With 28.8% market share among the top 1 million global eCommerce sites, Shopify has cemented leadership among high-traffic merchants.
Intellectual Property
Shopify’s intellectual property represents a moderate moat. The company acquired 17 patent families with 50 patents and successfully overturned a $40 million infringement verdict in 2024, showing defensive capability. However, its edge comes more from ecosystem depth and execution than proprietary technology. Shopify Functions and customizable commerce logic reflect significant engineering investment but are not easily protected. Much innovation occurs through the 16,000-app ecosystem, where third-party developers deliver specialized functionality, distributing R&D beyond Shopify’s direct control.
Switching Costs
Shopify builds strong switching costs through embedded complexity. Migrating to alternatives can cost $3,000–$25,000 and require 6–12 weeks. Merchants must rebuild product catalogs, customer histories, integrations, and theme designs. Average spending on specialized apps ranges from $150–$800 for migration tools, with higher costs for custom setups. 90% of eligible merchants use Shopify Payments, eliminating third-party fees of 0.5–2.0%, translating to $3,000–$12,000 annual savings for a merchant processing $50,000 monthly. Integrated data flows, marketing campaigns across Meta, Google, and TikTok, and Shop Pay’s 65% GMV growth create operational dependencies that magnify migration friction as businesses scale.
Shopify’s economic moat is built on a combination of strong switching costs, solid economies of scale, and a powerful brand, with moderate contributions from network effects and intellectual property. The company’s wide moat designation from Morningstar reflects the cumulative strength of these competitive advantages.
4. Revenue growth
Revenue growth for $SHOP accelerated to +31.1% YoY in Q2. Based on guidance for the next quarter, if the company beats by 5.5% again, as it did in Q2, Q3 growth would reach 34.2%, signaling further acceleration in revenue growth.
5. Segments and Main Products
Shopify serves a wide range of customers, including small businesses, mid-sized companies, enterprise clients, dropshippers, and service providers. The platform supports entrepreneurs building their first online store, scaling brands expanding digital operations, and large enterprises managing complex e-commerce infrastructures.
The core product is Shopify’s e-commerce platform, built on a SaaS model. Merchants can launch and manage online stores without coding, using customizable templates and drag-and-drop tools.
Merchant services form another key revenue stream. Tools like Shopify Payments handle transactions, while Shopify Shipping supports order fulfillment. Merchants manage operations from a single dashboard, increasing efficiency.
Shopify Plus targets high-volume merchants, offering greater customization, automation, and integration with social media platforms. It serves brands needing advanced e-commerce capabilities at scale.
The Shopify App Store includes over 13,000 third-party applications, enabling merchants to add features for inventory, marketing, and customer support. This ecosystem strengthens Shopify’s network effect and platform stickiness.
B2B commerce tools are a fast-growing segment. Shopify now supports wholesale experiences with custom pricing, discount structures, and flexible payment terms tailored to business buyers.
Shopify’s Point of Sale (POS) system enables merchants to operate across both online and physical stores, ensuring a unified commerce experience across all customer touchpoints.
Main Products Performance in the Last Quarter
$SHOP Shopify revenue breakdown by segment: Merchant Solutions accounts for 75.5% of total revenue, while Subscription Solutions makes up 24.5%.
Merchant Solutions revenue growth rate accelerates to +26.6% YoY. The gross margin for this segment was 37.9%, down from 39.1% a year earlier.
Subscription Solutions revenue grew +16.5% YoY, slower than overall revenue growth. However, this segment is highly profitable, with a gross margin of 81.6%, slightly down from 82.8% in the same quarter last year.
Subscription Solutions
Revenue shifted toward higher-priced plans and higher variable platform fees, pushing Plus to 35% of MRR. MRR rose +9%, muted by the return to three-month paid trials across major markets, which delays monetization but improves launch quality and early GMV. Subscription gross margin a step down vs. last year due to higher hosting costs for scale and the trial change; still above the five-year median near 80% (+/- a few hundred bps). Growth dynamics skew upmarket as larger merchants adopt Plus, with strong international take-up. Biggest headwind: extended trials anchoring near-term MRR while building better long-term cohorts.
Merchant Solutions
Merchant solutions revenue growth powered by GMV of $88B (+31%; +29% cc) and deeper payments penetration. GPV penetration hit 64%, up from 61% a year ago, driven by rollouts in 16 additional countries, stronger PayPal and Klarna partnerships, and solid adoption by larger merchants. Gross margin for merchant solutions was 37.9% (vs. 39.1% in 2024) due to PayPal accounting effects and lower high-margin non-cash partner revenues. Product breadth continues to widen—B2B GMV +101%, offline GMV +29%, cross-border GMV steady at 15% of total. New enterprise wins—Starbucks, Canada Goose, Burton, Tatcha, Miele, Woot, Beachbody, Signet Jewelers, Boart Longyear—signal strong momentum in complex, high-volume use cases. Primary challenge: European mix carries lower payments penetration near term, diluting GPV rate, while still driving outsized GMV growth.
Shop Pay
User base more than doubled over 2.5 years. Shop Pay GMV rose 65% to $27B in Q2. Conversion advantage and brand adoption continue to compound; Michael Kors joined via Commerce Components. Shop Pay Installments expanded into Canada, lifting installment GMV +38%. Strategic role grows as Checkout components unbundle into enterprise stacks while keeping the conversion lift and fraud/tax/compliance abstraction inside Shopify rails.
Shopify App Store
Direct app-store metrics were not disclosed on the call. Developer surface expanded meaningfully: direct POS API access for custom in-store workflows, Catalog API/MCP server for agentic discovery, and an upgraded CheckoutKit with theming and embedded flows already live with Microsoft Copilot. Ecosystem gravity increases as partners can tap real-time product data, unify carts across stores, and drop-in native checkout without owning payments, tax, or regulatory complexity. Signal: broader API surface tends to correlate with higher attach of paid apps and services over time, even without immediate revenue disclosure.
Innovations & Product Updates
AI/Agentic Commerce took center stage. Shopify Catalog launched to expose live product data from millions of merchants via API or MCP, enabling accurate search and enrichment inside AI agents. Universal Cart (early access) aggregates items from multiple stores inside a single conversation, reducing friction to multi-brand basket building. CheckoutKit leveled up with partner theming and embedded flows; already in production with Microsoft Copilot.
Sidekick matured into a real operator co-pilot: instant analysis for churn, cohort, city-level patterns, inventory optimization, and campaign retros—answers delivered in seconds rather than hours. AI Store Builder generates a custom storefront from a single phrase, compressing time-to-launch.
Payments advanced on multiple fronts. Multi-entity support inside Shopify Payments lets global brands sell from multiple legal entities within one shop—lower overhead, fewer duplicate stores, cleaner accounting. USDC stablecoin support arrived with Coinbase, bringing auth/capture/void/refund semantics to crypto with built-in off-ramp. Payments launched in 16 new countries year-to-date, heavily in Europe.
Retail stack upgraded. A redesigned POS app shipped with faster UX, cash rounding, granular staff permissions, card customization, and store credit. IDC named Shopify a leader in retail POS software. Offline momentum reflects larger retailers standardizing on unified commerce.
Consumer flywheel accelerated. Shop app native GMV +140%, sign-ins +46%, with Shop Week sales >2x last year. AI-powered search and home feed improved relevance, while Shop Minis, Shop Cash, and Sign in with Shop reinforce direct, lower-fee relationships.
Capital and cross-border scaled. Shopify Capital entered Germany and The Netherlands, while multi-currency payouts and cross-border features expanded for Plus and enterprise merchants. Fiskars Group consolidated five e-commerce businesses into one Shopify instance—proof of the multi-brand, multi-region architecture.
6. Market Leadership
Shopify achieved Leader status in the 2024 Gartner Magic Quadrant for Digital Commerce for the second consecutive year, recognized for both completeness of vision and ability to execute. This positioning places Shopify among the top-tier vendors capable of serving enterprise-level requirements while driving innovation in the digital commerce space.
The Gartner evaluation assessed vendors across strategic vision, execution capacity, and innovation capabilities. Shopify’s leadership position reflects its evolution from a simple e-commerce platform to a comprehensive commerce operating system serving merchants across multiple channels and geographies.
Gartner’s Voice of the Customer for Digital Commerce 2025 positioned Shopify in the Customers’ Choice quadrant alongside commercetools and VTEX, leading the market in both user experience and adoption metrics. This peer-validated assessment aggregates verified customer reviews from Gartner Peer Insights over an 18-month window, measuring willingness to recommend, overall experience, and cross-industry adoption. Shopify consistently outperformed market averages on both axes, proving the platform delivers tangible value beyond analyst evaluations.
In 2024, Shopify debuted as a Leader in the Forrester Wave: Commerce Solutions for B2B, marking its first appearance on this prestigious evaluation. This recognition validates Shopify’s expansion beyond direct-to-consumer commerce into the complex B2B marketplace, where the platform seamlessly integrates DTC expertise with robust wholesale buyer experiences.
The Forrester analysis highlighted Shopify’s ability to deliver personalized and intuitive experiences for both consumers and wholesale buyers through its unified platform approach. This dual-capability positioning differentiates Shopify from competitors who typically specialize in either B2C or B2B commerce.
The IDC MarketScape 2024 named Shopify a Leader in B2C Digital Commerce Platforms for the midmarket segment, defined as companies with revenues between $100 million and $500 million. This recognition emphasizes Shopify’s ability to meet specific enterprise business needs while providing the flexibility and scalability required for rapid growth and market adaptation.
7. Customers
Customer Success Stories
Merchants are reporting faster insights and improved decision-making through Sidekick, Shopify’s AI-powered assistant. A kids’ apparel brand eliminated hours of manual spreadsheet work by instantly uncovering churn drivers and inventory risks. A skincare company used Sidekick to pinpoint churn at the cohort and city level in seconds, unlocking targeted retention strategies. Merchants are also building stores in minutes with the new AI Store Builder, accelerating time-to-market for new products. Retailers adopting Shopify’s redesigned POS app are experiencing smoother staff onboarding and faster checkouts, directly improving store productivity and customer satisfaction.
Large Customer Wins
Enterprise adoption accelerated with new commitments from Starbucks, Canada Goose, Burton Snowboards, Tatcha, Miele, Woot, Beachbody, and Signet Jewelers. Canada Goose will migrate both online and approximately 50 stores to Shopify beginning in 2026, marking a full-stack unified commerce deployment. Industrial services company Boart Longyear, a leader in mining drilling, joined Shopify on the B2B side—highlighting expansion into non-traditional verticals. High-profile luxury and lifestyle brands like Michael Kors and Glossier further validated Shopify’s upmarket strategy, reinforcing the platform’s conversion lift and global scalability as differentiators.
Strategic Partnerships
The company deepened ties with major players across payments, AI, and crypto. Microsoft Copilot is embedding Shopify’s CheckoutKit, bringing native commerce into conversational AI. Partnerships with PayPal and Klarna expanded payments reach, contributing to 64% GPV penetration in Q2. Shopify introduced USDC stablecoin payments in collaboration with Coinbase, offering merchants secure blockchain transactions with built-in local currency off-ramps. Early AI commerce integrations with platforms like Spotify, YouTube, and Roblox highlight Shopify’s ability to anticipate consumer shifts and embed itself at new digital surfaces where commerce emerges.
International Expansion
International momentum accelerated, led by Europe GMV at +49% (+42% cc). Shopify Payments expanded into 16 new markets in 2025, many in Europe, nearly doubling availability and driving adoption. Shopify Capital launched in Germany and The Netherlands, offering new financing options. Shop Pay Installments entered Canada, boosting installment GMV by 38%. Cross-border transactions remain 15% of GMV, reinforced by multi-entity support and multi-currency payouts that streamline operations for large global merchants. Fiskars Group, owner of heritage brands like Wedgwood and Waterford, consolidated five e-commerce businesses into a single Shopify instance, a clear signal of Shopify’s growing role as the enterprise platform of choice in Europe.
8. KPI
Shopify Company Metrics Explained: GMV, GPV, MRR, and Attach Rate. Starting with GMV—Gross Merchandise Volume is a key metric for Shopify, representing the total dollar value of merchandise sold through its platform over a given period. GMV growth indicates rising adoption of Shopify by merchants and overall expansion in e-commerce activity across its user base.
$SHOP GMV growth accelerated from +23% YoY in Q1 2025 to +31% in Q2 2025.
Next, let’s look at GPV for Shopify. Gross Payments Volume (GPV) measures the total dollar value of transactions processed through Shopify Payments. This service enables merchants to accept credit cards and other payment methods directly on their Shopify stores.
GPV is a key indicator of the adoption and effectiveness of Shopify’s integrated payment solutions, as it reflects the volume of commerce processed on the platform that generates transaction-based revenue.
$SHOP GPV growth accelerated from +30% YoY in Q2 2024 to +37% in Q2 2025.
Now, let’s look at MRR for Shopify. Monthly Recurring Revenue (MRR) is a key metric for Shopify’s Subscription Solutions, reflecting the total recurring revenue generated from subscription plans on a monthly basis. MRR is important for assessing the stability and predictability of Shopify’s revenue from its tiered subscription offerings.
MRR growth signals an increasing number of merchants subscribing and maintaining their plans, contributing to a consistent revenue stream.
$SHOP MRR growth decelerated from +35% YoY in Q4 2023, and slowed to +10% YoY in Q2 2025.
Lastly, let’s consider the attach rate for Shopify. The attach rate refers to the percentage of Shopify merchants who adopt additional services beyond the basic subscription. This includes Shopify Payments, Shopify Shipping, Shopify Capital, and advanced apps.
It’s a key indicator of product adoption and monetization depth.
$SHOP attach rate is currently at a strong level of 3.10%, up from 3.04% in Q2 2024.
Profitability
Over the past year, $SHOP Shopify’s margins have shifted:
· Gross Margin decreased from 51.4% to 48.6%.
· Operating Margin increased from 14.6% to 15.8%.
· Free Cash Flow (FCF) Margin slightly decreased from 16.3% to 17.7%.
The company also achieved GAAP profitability in Q2 2024.
Gross margin declined primary causes included Merchant Solutions margin pressure from PayPal expansion and international mix, and Subscription Solutions margin decline due to hosting costs and trial revenue deferral.
Operating expenses
$SHOP non-GAAP operating expenses have gradually decreased, driven by reductions in S&M, R&D, and G&A spending.
Sales & Marketing (S&M) expenses declined from 16% two years ago to 15%.
R&D expenses also dropped from 17% to 12% over the same period, but remain at a relatively high level, enabling continuous product innovation.
General & Administrative (G&A) expenses have decreased to 4%.
Balance Sheet
$SHOP Balance Sheet: Total debt stands at $1,139 million, while Shopify holds $5,820 million in cash and cash equivalents, far exceeding its liabilities and reflecting a healthy balance sheet.
Dilution
$SHOP Shareholder Dilution: Shopify’s stock-based compensation (SBC) expenses have declined to 4% of revenue, which is still low compared to average SaaS companies.
However, shareholder dilution remains well-controlled, with the weighted-average number of basic common shares outstanding increasing by just 0.7% YoY.
Shopify’s $920 million convertible note matures on November 1, 2025, and the company stated it will settle the full principal in cash, along with any excess value above par also in cash.
9. Conclusion
$SHOP has been highly innovative and is strengthening its position through a high level of investment in R&D.
Shopify’s wide economic moat is supported by strong switching costs, economies of scale, and a powerful brand, with moderate contributions from network effects and intellectual property.
The company operates in a massive Total Addressable Market (TAM) of $849 billion. Yet, it holds just 2% penetration in its $404 billion core SAM, highlighting significant growth potential. Global e-commerce is projected to reach $76.4 trillion by 2030, growing at a CAGR of 18%, providing long-term tailwinds for Shopify.
Margins—operating, and net—are improving compared to last year, free cash flow roughly at same level.
Key performance indicators (KPIs):
• GMV and GPV continue to grow at strong, stable rates
• MRR growth slowing to +9% YoY
• Attach Rate is at strong level, signaling Shopify’s growing competitive edge
The revenue growth forecast for next quarter suggests acceleration to +34.2% YoY, supported by strong key performance indicators.
$SHOP trades at premium valuation multiples, but given its competitive advantage, strong execution, and accelerating revenue growth, the premium appears justified.
The company has exited low-margin logistics operations and is now focused on high-margin subscription solutions, with gross margin rising to 81.6% and remaining at a very high level.
In August 2025, after valuation multiples rose significantly, I slightly trimmed my position. $SHOP now represents 8.9% of my portfolio.
Thank you for reading!
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Disclaimer: This earnings review is for informational purposes only and does not constitute financial, investment, or trading advice.


















Superb insights. It's great that Tobi is still leading there and thinking about the next wave of engagement.
Just look at this news published 3 days ago -> Shopify and OpenAI bring commerce to ChatGPT.
https://www.shopify.com/news/shopify-open-ai-commerce