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ChatGPT Should Make Retailers Nervous

by Team Lumida
October 21, 2025
in AI
Reading Time: 3 mins read
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Key Takeaways

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  • Retailers partnering with ChatGPT (Walmart, Etsy, Shopify) gain discovery and Instant Checkout exposure but risk disintermediation of their sites/apps.
  • If “universal” AI assistants own the top of the funnel, retailer ad dollars (search on retailer sites = >60% of ~$59B) and loyalty/attachment economics are at risk.
  • Amazon is walling off external chatbots while building its own AI shopping features, protecting its ads flywheel and first-party data advantage.

What happened?

Retailers are integrating with ChatGPT to capture first-mover benefits as shopping queries rise on the platform (ChatGPT holds ~75% of AI chatbot traffic; ~2% of chats are shopping-related). Instant Checkout compresses the path from intent to purchase inside ChatGPT, letting users query (“lightest strollers under $300”), browse, and buy—without visiting retailer properties. OpenAI charges merchants a small fee per completed purchase and claims results are “organic and unsponsored.” Stock reactions have been positive on announcement days, reflecting optimism on incremental demand capture.

Why it matters

By shifting discovery and conversion upstream to a universal assistant, retailers risk losing direct traffic, first-party data, cross-sell/upsell moments, and, critically, retail media revenue driven by on-site search ads. That threatens one of e-commerce’s highest-margin profit pools, especially for Walmart, which has relied on advertising to improve online profitability. If OpenAI eventually introduces ads, budgets could migrate from retailer sites to ChatGPT, compressing retailer ARPU and weakening loyalty moats. The airline vs. OTA precedent looms: intermediated checkout can erode control over pricing, ancillary attachment, and customer relationships. Amazon’s defensive posture—blocking scraping and building its own AI shopping stack—highlights the strategic value of keeping the funnel and monetization in-house.

What’s next?

Best case for retailers: ChatGPT dominates complex, high-consideration purchases (appliances, furniture), while routine baskets (grocery, replenishment) remain in native apps—preserving retail media monetization and loyalty. Watch for retailer contract terms with OpenAI (data rights, attribution, revenue share), OpenAI’s move into ads, and Amazon’s rollout of proprietary AI shopping experiences. Key signals: changes in retailer direct traffic and ad RPMs, shifts in marketing mix toward assistant platforms, and any retailer pushback (limiting SKUs, demanding revenue shares) if ad revenue or loyalty KPIs deteriorate.

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Lumida's website (referred to herein as the "Website") is limited to the dissemination of general information pertaining to its advisory services, together with access to additional investment-related information, publications, and links. Accordingly, the publication of the Website on the Internet should not be construed by any client and/or prospective client Lumida’s solicitation to effect, or attempt to effect transactions in securities, or the rendering of personalized investment advice for compensation, over the Internet.

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