The Great Shopify Controversy
If you’ve been following the e-commerce world lately, you’ve probably seen some wildly contradictory headlines that might leave your head spinning. On one side, you’ll find doom-and-gloom articles declaring “Shopify is Dead” and warning investors to stay far away from the stock. On the flip side, you’ll see financial reports celebrating headlines like “Shopify achieved 26% revenue growth and 19% free cash flow margin this quarter, marking our sixth consecutive quarter of greater than 25% revenue growth” from their latest Q3 2024 earnings.
So what’s the real story here?
As digital marketing professionals who work with Shopify merchants daily, we understand why so many people are asking, “Is Shopify dead?” right now. The stock has been on a roller coaster ride that would make even the most seasoned investors queasy. From its all-time high of $169.06 in November 2021 to its current price of around $114.95 as of June 2025, Shopify’s journey has been anything but smooth. That’s a decline of about 32% from its peak, which understandably has many shareholders wondering if they made a terrible mistake..
But here’s the thing – and this is crucial for anyone wondering where will Shopify stock be in 5 years – the stock price and the actual business performance are telling two very different stories right now.
We’ve seen this pattern before in the tech world. Remember when everyone was asking if Amazon was dead after the dot-com crash? Or when Netflix was supposedly “finished” when they split their DVD and streaming services? Sometimes the market’s short-term reaction doesn’t reflect the long-term business reality.
That’s exactly why we decided to dig deep into Shopify’s actual financial performance, competitive position, and future prospects. Instead of relying on sensationalized headlines or gut feelings, we’re going to walk you through a comprehensive, data-driven analysis that looks at the real numbers behind the controversy.
In this analysis, you’ll discover:
- The actual reasons behind Shopify’s stock volatility (hint: it’s not what most people think)
- Current financial performance that might surprise you
- What the next 5 years could realistically look like for both the company and its stock
- Whether Shopify is truly a viable investment opportunity or if the pessimists are right
- How to use digital marketing to raise the odds in your favor as a store owner
Whether you’re a current Shopify shareholder trying to decide if you should hold or sell, a potential investor considering your first position, or an e-commerce entrepreneur wondering if Shopify is still the right platform for your business, this analysis will give you the clarity you need to make informed decisions.
Let’s separate the facts from the fear and find out what’s really happening with one of the most controversial stocks in the e-commerce space.
II. Why Did Shopify Stock Drop So Much? The Real Story
If you’re wondering, “Why did Shopify drop so much?” or “Why has Shopify dropped so much?” you’re not alone. The decline has been dramatic enough to make even seasoned investors do a double-take. But to understand what really happened, we need to look beyond the headlines and examine the perfect storm of factors that created this situation.
A. The Perfect Storm: Multiple Factors Behind the Decline
Let’s start with the numbers that really matter. Shopify’s stock has tumbled 70% since peaking in late 2021, but our corrected data shows the actual decline from the all-time high of $169.06 to current levels around $114.95 represents about a 32% drop – still significant, but not quite the catastrophic 70% figure that often gets quoted (which likely refers to the trough during the 2022 market crash).
Post-Pandemic Normalization Effects
The first major factor was what economists call “pandemic normalization.” During 2020-2021, e-commerce growth exploded as consumers were forced online. Shopify rode this wave perfectly, with many investors believing this accelerated growth would continue indefinitely. However, as the world emerged from the pandemic, Shopify gave investors specific reasons to be disappointed in its execution, particularly as growth rates returned to more sustainable levels.
As digital marketers, we saw this firsthand with our clients – the meteoric growth rates of 2020-2021 simply weren’t sustainable long-term. Smart merchants who understood this pivoted their marketing strategies accordingly, while others struggled with the new reality.
The Logistics Business Miscalculation
Perhaps the most telling factor was Shopify’s logistics business adventure. In May 2022, Shopify agreed to pay $2.1 billion to acquire fulfillment startup Deliverr in one of the largest logistics acquisitions in recent years. This was part of a broader push into fulfillment that started in 2019 with their Shopify Fulfillment network and included acquiring warehouse automation provider 6 River Systems.
However, by May 2023, the company had to admit this strategy wasn’t working. Shopify announced it was laying off 20% of its workforce and selling its logistics business to Flexport for roughly 13% of its stock. This contributed to a net loss of $1.5 billion for Shopify, leading to an overall stock decline.
B. Market Sentiment vs. Business Reality
The question “why is Shopify dropping so much?” and “why did Shopify stock drop so much?” often gets answered with market-wide factors that had little to do with Shopify’s actual business performance.
Growth Stock Selloff in Rising Rate Environment
Much of the decline can be attributed to the wider market slump that drove the tech-heavy Nasdaq Composite index lower by 33% during the same period. When interest rates rise, growth stocks typically suffer as investors move toward safer, income-producing assets. Shopify, as a high-growth, high-valuation stock, was particularly vulnerable to this shift.
From Growth-at-Any-Cost to Profitability Focus
The market’s priorities shifted dramatically during this period. Investors who once celebrated revenue growth regardless of profitability suddenly demanded immediate returns. This transition caught many growth companies off guard, but it also created opportunities for companies that could adapt quickly.
C. What the Numbers Actually Show
Here’s where things get interesting – and why smart digital marketers are still betting big on Shopify.
Current Financial Health Despite Stock Decline
While the stock struggled, Shopify’s underlying business fundamentals remained surprisingly strong. The company proved it could adapt quickly to changing market conditions, as evidenced by its decision to exit the logistics business and focus on its core platform strengths.
Revenue Growth Acceleration
The 26% revenue growth in Q3 2024 that we mentioned earlier isn’t a fluke – it represents the sixth consecutive quarter of 25%+ growth. This acceleration came even as the broader e-commerce market faced headwinds, suggesting that Shopify is gaining market share rather than just riding industry trends.
Profitability Transformation
Perhaps most impressive is the 19% free cash flow margin achieved in recent quarters. This represents a fundamental shift in how Shopify operates – they’ve proven they can grow efficiently while generating substantial cash flows. For digital marketers working with Shopify merchants, this financial stability means continued platform investment and innovation.
Market Position Strength in SMB E-Commerce
Despite all the negative headlines, Shopify remains the dominant platform for small and medium-sized businesses looking to sell online. The company’s market share in this crucial segment has actually grown during the stock decline period, indicating that its product-market fit remains strong.
What This Means for Digital Marketers
From our perspective at Kodachi Digital Marketing, the stock decline created a disconnect between market perception and business reality that savvy marketers can exploit. While investors were panicking, we were helping clients take advantage of reduced competition and increased platform capabilities.
The key insight here is that stock price volatility doesn’t necessarily correlate with platform effectiveness for merchants. In fact, some of our most successful Shopify campaigns have been launched during periods when the stock was under pressure, precisely because the company was focusing more intensely on merchant success to prove its value.
How to Use Digital Marketing to Raise the Odds in Your Favor as a Store Owner
As a Shopify store owner, you’re not just competing on product quality anymore—you’re competing on how well you can reach, engage, and convert your ideal customers. The good news? Digital marketing has leveled the playing field, allowing even small stores to compete with retail giants. But here’s the reality: customers expect personalized messages that show a granular understanding of their preferences, and the old spray-and-pray marketing tactics simply don’t work anymore.
Let me share the strategies that are actually moving the needle for Shopify store owners in 2025, backed by real data and proven results.
The Foundation: Understanding Your Digital Marketing ROI
Before diving into tactics, let’s establish why digital marketing is your best bet for sustainable growth. For every $1 spent on email marketing, the average return is $36, with some sectors seeing even higher returns. Social media ad campaigns average around 250% ROI, while proper email segmentation can achieve ROI figures of £55 or more per £1 spent.
These aren’t just impressive numbers—they represent real money flowing back into your business when you get your marketing strategy right.
Strategy 1: Master Email Marketing (Your Secret Weapon)
Email marketing remains the highest-ROI channel for most Shopify stores, but it’s not about blasting generic newsletters anymore. Here’s how to make it work:
Automation That Actually Converts. Set up these essential automated sequences that work while you sleep:
- Welcome series for new subscribers (3% conversion rate on average)
- Cart abandonment emails with 2.39% conversion rates
- Post-purchase follow-ups and review requests
- Win-back campaigns for inactive customers
Personalization Is Non-Negotiable. Personalized emails generate 6x higher transaction rates compared to non-personalized versions. This means using customer names, purchase history, browsing behavior, and location data to create relevant messages. Shopify’s customer data makes this easier than ever—use it.
Strategy 2: Content Marketing That Builds Authority
The three most popular content formats in 2024 are short-form articles (47%), videos (45%), and in-person events (48%). For Shopify stores, this translates into several high-impact approaches:
Educational Content That Sells: Create content that solves problems your customers face with your products. If you sell fitness equipment, publish workout guides. If you sell skincare, share ingredient education. This builds trust and positions you as an expert, not just another seller.
Video Content for Higher Engagement. Video consistently outperforms other content types for engagement. Use videos for:
- Product demonstrations and unboxings
- Behind-the-scenes content showing your brand story
- Customer testimonials and case studies
- How-to guides and tutorials
Strategy 3: Social Media Marketing That Converts
Social media isn’t just about likes and follows—it’s about driving traffic and sales to your Shopify store.
Platform-Specific Strategies. Each platform serves different purposes:
- Instagram: Visual storytelling and product showcases
- Facebook: Community building and detailed targeting
- TikTok: Trend-based content and younger demographics
- Pinterest: Product discovery and inspiration
User-Generated Content (UGC) Encourage customers to share photos and videos using your products. UGC builds social proof and creates authentic content you can repurpose across channels. Create branded hashtags and run contests to boost participation.
Social Commerce Integration Use Shopify’s social commerce features to sell directly on social platforms. This reduces friction between discovery and purchase, improving conversion rates.
Strategy 4: Mobile-First Approach (Non-Negotiable in 2025)
79% of traffic to Shopify stores comes from mobile, making mobile optimization critical for success.
Mobile App Development: Consider developing a mobile app for your store. Apps typically have higher engagement rates and allow for push notifications, which can significantly boost repeat purchase rates.
Mobile-Optimized Content All your content—emails, social posts, product descriptions—must work perfectly on mobile devices. Test everything on actual mobile devices, not just desktop browser windows.
Page Speed Optimization: Mobile users are particularly impatient with slow-loading sites. Use Shopify’s built-in performance tools and optimize images, minimize code, and choose fast-loading themes.
Strategy 5: Search Engine Optimization (SEO) for Long-Term Growth
SEO provides sustainable, long-term traffic growth without ongoing ad spend.
Product Page Optimization: Optimize each product page with:
- Descriptive, keyword-rich titles
- Detailed product descriptions that answer customer questions
- High-quality images with alt text
- Customer reviews (which also provide fresh content)
Content Marketing for SEO: Create blog content that targets keywords your customers are searching for. Focus on:
- “How to” guides related to your products
- Comparison articles between different products
- Industry trends and insights
- FAQ-style content addressing common questions
Strategy 6: Paid Advertising for Immediate Results
While organic marketing builds long-term value, paid advertising can drive immediate traffic and sales.
Google Ads Strategy Focus on high-intent keywords where people are ready to buy:
Facebook and Instagram Ads use detailed targeting based on:
- Demographics and interests
- Lookalike audiences based on existing customers
- Retargeting website visitors and email subscribers
- Custom audiences from customer lists
Retargeting Campaigns: Not everyone will buy on their first visit. Set up retargeting campaigns to re-engage visitors who didn’t convert, offering special promotions or highlighting different product benefits.
Putting It All Together: Your 90-Day Action Plan
Here’s how to implement these strategies systematically:
Days 1-30: Foundation Building
- Set up essential email automation sequences
- Optimize your top 10 product pages for SEO
- Create a social media content calendar
- Install analytics and tracking tools
Days 31-60: Content Creation and Optimization
- Launch a blog with weekly content publishing
- Create and publish video content
- Begin building an email list with lead magnets
- Start basic paid advertising campaigns
Days 61-90: Scale and Optimize
- Analyze performance data and optimize underperforming elements
- Expand successful campaigns
- A/B test email subject lines and ad creative
- Plan advanced strategies like influencer partnerships
The Reality Check: What to Expect
Digital marketing isn’t a magic bullet that transforms your business overnight. Most successful Shopify stores see meaningful results after 3-6 months of consistent effort. The key is to start with one or two strategies, execute them well, and then gradually expand your efforts.
Remember, your competitors are already using these strategies. The question isn’t whether you should invest in digital marketing—it’s whether you’ll do it better than they do. With the right approach, consistent execution, and patience for results, digital marketing can become your most valuable business asset.
The odds are definitely in your favor when you have the right strategy and stick to it consistently.
III. Is Shopify Really Dead? Current Business Health Check
The question “Is Shopify dead?” has been circulating for months, but when you dig into the actual business metrics, the answer becomes crystal clear. Far from being dead, Shopify is showing signs of a company that’s not just surviving, but thriving in ways that many investors are overlooking. Let’s examine the hard data that tells the real story about whether Shopify will survive – and potentially dominate – the next phase of e-commerce evolution.
A. Financial Performance Reality Check
Revenue Momentum: Six Consecutive Quarters of 25%+ Growth
While critics focus on stock volatility, Shopify has quietly delivered something remarkable: consistent, accelerating growth. The company has achieved six consecutive quarters of revenue growth exceeding 25%, with Q3 2024 showing a robust 26% increase. This isn’t just growth – it’s acceleration during a period when many e-commerce companies are struggling.
From our experience at Kodachi Digital Marketing, this sustained growth reflects something deeper than market trends. We’re seeing merchants who previously struggled on other platforms find genuine success on Shopify, often within their first few months of launching.
Profitability Turnaround: From Losses to Consistent Free Cash Flow
Perhaps the most impressive transformation has been Shopify’s journey to profitability. The company has achieved a remarkable 19% free cash flow margin, demonstrating that it can grow efficiently while generating substantial cash returns. This represents a fundamental shift from the “growth at any cost” mentality that characterized many tech companies during the pandemic boom.
B. Competitive Position Analysis
Market Share Data: Still Leading in Key Segments
The market share conversation is more nuanced than many realize. While WooCommerce leads globally with 39% market share, Shopify dominates in crucial segments. As of September 2024, Shopify was the biggest name in the U.S. e-commerce platform space, and among high-traffic websites, Shopify commands 28.8% market share among the top 1 million websites, versus 18.2% for WooCommerce.
This data tells us something important: Shopify attracts merchants who are serious about scaling their businesses. While WooCommerce captures more total users (many of whom are hobbyists or very small operations), Shopify dominates among merchants who are actually building substantial businesses.
Innovation Pipeline: AI Features, Shop Pay, International Expansion
Shopify’s innovation strategy is paying dividends. In November 2024, Shopify forecast fourth-quarter sales growth above estimates, as AI-powered tools pulled in more merchants ahead of the holiday season, sending shares up 25%. The company has expanded access to AI-powered tools, including the Sidekick assistant and image-generation features, making these capabilities available to more users.
About 50% of merchants plan to use AI tools for content generation, while 33% will use them for marketing initiatives like SEO and customer targeting. From a digital marketing perspective, these AI features are game-changers – they’re democratizing capabilities that previously required significant technical expertise or expensive third-party tools.
Merchant Growth: New Store Creation and Retention Metrics
The merchant statistics are impressive: over 4.4 billion online stores on the platform with an average of 2.1 million daily active users, and more than 457 million buyers annually. More telling is the retention data: over 50% of Shopify stores benefit from repeat purchases, showcasing the platform’s ability to foster customer loyalty.
Approximately 1 out of 3 Shopify merchants are apparel retailers, with over 528,000 apparel retailers using the platform. The diversity of successful merchants across categories suggests platform strength rather than dependence on any single vertical.
C. Industry Trends Supporting Shopify
E-commerce Penetration: Still Growing Globally
Despite concerns about e-commerce maturation, the global trends remain overwhelmingly positive. The global e-commerce platform market size was estimated at USD 8.58 billion in 2023 and is anticipated to reach USD 23.27 billion by 2030, growing at a CAGR of 18.1%. This isn’t just growth – it’s explosive growth that creates room for multiple winners.
Mobile Commerce Acceleration
Mobile commerce is forecasted to reach $558 billion in 2024, accounting for 7.6% of total retail sales, and in 2023, nearly 80% of global consumers used their smartphones to access a retailer’s website while shopping in-store. Shopify’s mobile-first approach positions them perfectly for this trend.
SMB Digitization: Permanent Shift Accelerating
The digitization of small and medium businesses isn’t slowing down – it’s accelerating. Many SMBs that were forced online during the pandemic have discovered that e-commerce isn’t just a survival strategy; it’s a growth strategy. This creates a massive ongoing opportunity for platforms like Shopify that excel at serving this market.
Creator Economy: New Merchant Categories Emerging
One trend we’re particularly excited about at Kodachi Digital Marketing is the creator economy’s impact on e-commerce. Influencers, content creators, and personal brands are increasingly launching their own product lines, and Shopify’s ease of use makes it the natural choice for creators who want to focus on content rather than technical implementation.
IV. Where Will Shopify Be in 5 Years? Data-Driven Projections
When analyzing where Shopify will be in five years, we need to look beyond the current stock volatility and focus on the fundamental business trajectory. The data paints a compelling picture of sustained growth, but with realistic challenges that investors must consider.
A. Base Case Scenario: Steady Growth Path
Revenue Projections Based on Current Momentum
Shopify achieved 27% revenue growth and 15% free cash flow margin in Q1 2025, marking the eighth straight quarter in which the company’s revenue grew 25% or more. This consistent performance provides a solid foundation for projecting future growth.
Based on current fundamentals, a reasonable base case projects Shopify reaching $12-15 billion in annual revenue by 2030. Shopify is expected to achieve a 29% compound annual growth rate (CAGR) from 2023 to 2026, with revenue projected to exceed $12 billion by 2026. Even with natural deceleration as the company matures, maintaining 15-20% annual growth through 2030 would position Shopify as a dominant force in e-commerce infrastructure.
Market Expansion Opportunities
International markets represent Shopify’s largest untapped opportunity. While the company has established footholds in major markets, penetration in emerging economies remains minimal. The global shift toward e-commerce, accelerated by digital payment adoption and smartphone proliferation, creates a multi-decade tailwind.
New verticals also offer significant expansion potential. Shopify’s recent moves into B2B commerce, offline retail through POS systems, and creator economy tools demonstrate the platform’s ability to evolve beyond traditional online stores.
Profitability Trajectory
Shopify has now delivered double-digit free cash flow margins for seven consecutive quarters, with free cash flow margin reaching 22% for Q4 2024. This profitability inflection point is crucial for long-term value creation. By 2030, the base case anticipates consistent GAAP profitability with operating margins in the 15-20% range.
B. Stock Price Projections and Valuation Framework
Multiple Scenario Analysis
Current analyst consensus provides a framework for near-term expectations. Based on 37 Wall Street analysts, the average price target is $114.27 with a high forecast of $150.00 and a low forecast of $85.00. The 32 analysts that cover Shopify stock have a consensus rating of “Buy”.
For longer-term projections, analytical forecasts suggest SHOP may reach $135.38 by the end of 2025, and $162.13 by the end of 2029. More optimistic projections show Shopify’s price hitting $250 in 2030, $300 in 2033, and $350 in 2036.
Valuation Methodology
Shopify’s valuation will likely continue correlating with revenue multiples rather than traditional profit metrics during the high-growth phase. SaaS companies with similar growth profiles typically trade at 10-20x revenue multiples.
Base case: 12-15x revenue multiple on $15B revenue = $180-225 stock price Bull case: 18-25x revenue multiple on $20B+ revenue = $360-500+ stock price
Bear case: 8-12x revenue multiple on $10-12B revenue = $80-144 stock price
Key Metrics to Monitor
The most critical indicators for Shopify’s five-year trajectory include:
- GMV Growth: GMV growth accelerated each quarter in 2024, achieving a 24% year-over-year increase
- Take Rate Expansion: Revenue per dollar of GMV processed
- Merchant Retention: Existing merchant growth and churn rates
- International Penetration: Revenue percentage from non-North American markets
- Enterprise Adoption: Shopify Plus customer count and average contract values
The convergence of these metrics will determine whether Shopify achieves the bull case expansion or faces bear case constraints.
Where Shopify will be in five years ultimately depends on execution across multiple fronts simultaneously. The base case scenario of steady, profitable growth appears most probable, but the company’s track record of innovation and market expansion suggests upside potential remains significant for patient investors.
The Shopify Investment Thesis – Separating Hype from Reality
After examining Shopify’s dramatic stock decline, current business fundamentals, five-year projections, and the broader e-commerce landscape, several key conclusions emerge that should guide your investment decision.
The “Death” of Shopify Has Been Greatly Exaggerated
Despite a 70% stock decline from its 2021 peaks, Shopify’s core business remains fundamentally strong. The company achieved 27% revenue growth in Q1 2025, maintained 15% free cash flow margins for seven consecutive quarters, and continues dominating the SMB e-commerce platform market. These aren’t the metrics of a dying company—they’re the performance indicators of a maturing growth stock navigating a challenging market environment.
Where Shopify Will Be in 5 Years: Realistic Expectations
Our analysis suggests Shopify will likely achieve $12-15 billion in annual revenue by 2030, representing a base case stock price range of $180-225. The bull case, driven by AI innovation and enterprise market capture, could push revenues beyond $20 billion and stock prices toward $360-500. Even the bear case, accounting for competitive pressures and economic sensitivity, projects meaningful growth to $10-12 billion in revenue.
For Store Owners: Digital Marketing as Your Competitive Advantage
Perhaps most importantly for current and prospective Shopify merchants, the platform’s success directly correlates with merchant success. The data shows that for every $1 of revenue Shopify makes, its merchants earn nearly $41. This symbiotic relationship means Shopify’s continued investment in merchant tools, AI-driven features, and ecosystem expansion directly benefits store owners.
The digital marketing strategies outlined—from email automation achieving $36 ROI for every $1 spent to social media campaigns averaging 250% returns—represent proven pathways for merchants to thrive regardless of broader market conditions. Shopify’s platform provides the infrastructure; effective digital marketing provides the growth engine.
Investment Decision Framework: A Nuanced Approach
Shopify isn’t suitable for every investor profile:
Buy if you’re a growth investor with a 3-5 year time horizon, comfortable with volatility, and believe in the long-term digitization of commerce. The current valuation provides reasonable entry points for patient capital.
Hold if you’re already invested and can withstand continued volatility while the company executes its international expansion and profitability optimization strategies.
Avoid if you need stable, dividend-paying investments or can’t tolerate 20-40% annual stock price swings that characterize high-growth technology companies.
The Final Verdict
Shopify represents a rare combination: a dominant market position in a growing industry, proven ability to generate cash flow, and multiple expansion pathways still ahead. The stock’s dramatic decline has created an opportunity for investors who understand that short-term volatility doesn’t negate long-term value creation.
The question isn’t whether e-commerce will continue growing—it will. The question isn’t whether small businesses will continue needing sophisticated platforms—they will. The question is whether Shopify can execute its vision while maintaining competitive advantages against well-funded competitors.
Based on current evidence, management track record, and market dynamics, the odds favor Shopify’s continued success. But success won’t be linear, and it won’t be without setbacks. Investors must be prepared for a journey measured in years, not quarters.
For merchants considering the platform, the choice is clearer: Shopify provides world-class e-commerce infrastructure, and the digital marketing strategies that drive merchant success are well-documented and achievable. The platform’s growth and your business growth can be mutually reinforcing.
Whether you’re evaluating Shopify as an investment opportunity or considering it as your e-commerce platform, remember that sustainable success in both contexts requires patience, strategic thinking, and focus on long-term value creation over short-term gains.
The reports of Shopify’s death have been greatly exaggerated. The opportunity for both investors and merchants remains very much alive.
Sources:
- Shopify Q3 2024 earnings: “Shopify achieved 26% revenue growth and 19% free cash flow margin this quarter, marking our sixth consecutive quarter of greater than 25% revenue growth” (Shopify Investor Relations, November 12, 2024)
- Q3 2024 total revenue: $2.16 billion, a 26% increase from $1.71 billion in Q3 2023 (Analyzify, 2024)
- Stock price data: All-time high $169.06 on November 19, 2021; current price $114.95 as of June 30, 2025 (MacroTrends, 2025)
- Stock decline data: Nasdaq analysis showing 70% peak-to-trough decline during 2021-2022 period
- Logistics business sale: Shopify sold fulfillment division to Flexport for 13% equity stake (TechCrunch, May 4, 2023)
- Financial performance: Q3 2024 results showing 26% revenue growth and 19% free cash flow margin
- Market context: Nasdaq Composite decline of 33% during comparable period (The Motley Fool, October 17, 2022)
- Market share data: Statista (September 2024), 6sense.com (2025), Yaguara.co (May 2025)
- Financial performance: Shopify Q3 2024 earnings, Reuters (November 12, 2024)
- AI expansion: Reuters (June 24, 2024), Mgroup (February 7, 2025)
- Merchant statistics: Capital One Shopping (October 2024), PageFly (February 2025)
- E-commerce market size: Grand View Research (2024)
- Mobile commerce data: Shopify Enterprise Blog (2024)
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