ChatGPT's Impact on Retail Apps: 28% Growth in Referrals (2025)

Imagine a holiday shopping spree where an AI chatbot isn't just chatting—it's steering millions toward your favorite online stores. That's the reality unfolding this Black Friday season, and it's sparking a whole new debate about how technology is reshaping retail. But wait, before you get too excited, let's dive into the details and uncover what's really going on behind the scenes. And here's where it gets controversial: is this AI boost leveling the playing field for all retailers, or is it just cementing the dominance of a few giants? Stick around to explore the numbers—and see if you agree with our take.

Fresh insights from a mobile app analytics company reveal ChatGPT's rising role as a bridge to e-commerce sites, though its current impact remains modest in the grand scheme of things. According to an in-depth report by Apptopia, a provider specializing in app performance data, referrals from ChatGPT to retailer mobile apps surged by 28% year-over-year during the Black Friday shopping weekend—from Thanksgiving Thursday through Sunday. For those new to the term, a 'referral' here simply means a user hopping from their ChatGPT interaction straight into a retail app, often within seconds, driven by a shopping suggestion or a clickable link.

Yet, this growth isn't distributing benefits evenly across the board. Smaller shops might be feeling left out, as the trend seems to favor established e-commerce powerhouses like Amazon and Walmart. To illustrate, Amazon's portion of these ChatGPT-driven referrals climbed to 54% this year, marking a substantial leap from 40.5% in 2023. Walmart, too, saw its slice expand dramatically, from just 2.7% last year to a robust 14.9% now. Think of it like this: if AI referrals were a pie, these two behemoths are grabbing the largest slices, leaving thinner portions for others—potentially widening the gap in a market already dominated by big players.

Apptopia gathered this data through its U.S. consumer panel, which tracks real user behavior on mobile devices. Keep in mind, this isn't data directly from the apps themselves but observational estimates, so it's an approximation rather than an exact count. They defined a referral session specifically as a retail app visit that occurred right after—within 30 seconds—of a ChatGPT interaction, ensuring a clear cause-and-effect link.

And this is the part most people miss: despite these impressive percentage increases, ChatGPT's role in e-commerce referrals is still quite limited overall. To put it in perspective, just 0.64% of all ChatGPT sessions last year on Black Friday led to retail app visits, and that ticked up only slightly to 0.82% this time around. In other words, while the growth is notable, it's a tiny fraction of the vast referral landscape, where users might discover deals through search engines, social media, or traditional ads.

The report also outlines that a referral could stem from ChatGPT offering a shopping inspiration or from a user clicking a direct link in the chat that launches the app. This highlights how conversational AI is evolving from simple Q&A to a proactive shopping assistant.

Apptopia isn't alone in spotlighting AI's holiday impact. Another major player, Adobe, chimed in with its own findings this week, showing that AI-driven traffic to U.S. retail websites—measured by clicks on links—exploded by 805% year-over-year on Black Friday alone. What's more, shoppers arriving via AI chatbots were 38% more inclined to complete a purchase, underscoring how these tools can turn casual browsers into committed buyers. For example, imagine using ChatGPT to ask for gift ideas, and it suggests a specific item with a link—clicking that might lead to a quicker checkout than browsing a site manually.

Adobe's data extends beyond Black Friday, noting a 670% spike in AI traffic on Cyber Monday and a cumulative 760% increase across the holiday season so far (from November 1 to December 1). This paints a picture of AI as a seasonal accelerator, ramping up during peak shopping times.

Stay tuned for more updates on cutting-edge topics like advanced AI systems and cloud tech to data protection strategies and beyond from the flagship.

Sarah Perez has been a dedicated reporter at TechCrunch since August 2011, bringing her expertise after years at ReadWriteWeb. Before diving into journalism, she honed her skills in IT across diverse sectors, including finance, retail, and software development, giving her a unique lens on tech's real-world applications.

Reach out to Sarah for contact or verification via email at sarahp@techcrunch.com or through an encrypted message on Signal at sarahperez.01.

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So, what's your take on this AI shopping revolution? Do you think it's democratizing retail, or just amplifying the winners? Is the rise of chatbots like ChatGPT a game-changer for small businesses, or a threat to fair competition? Share your thoughts in the comments below—we'd love to hear your opinions and spark a lively discussion!**

ChatGPT's Impact on Retail Apps: 28% Growth in Referrals (2025)
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