Most AEO tools measure whether AI mentions your brand. That is not the same as getting your products recommended for purchase. The real bottleneck for ecommerce merchants is protocol compliance: your product feed must satisfy the technical requirements of OpenAI's Agentic Commerce Protocol (ACP) and Google's
A merchant on r/ecommerce put it plainly: "Page 1 for every product category. ChatGPT recommends our competitors in every single one." That post got a lot of upvotes — because it describes something a lot of ecommerce brands are quietly experiencing. Strong SEO. Solid rankings on Google. Products
Everyone is talking about AI search. Very few people have looked at the actual data. We ran 8,520 real shopping queries through ChatGPT and recorded every product carousel that appeared. Across those queries, ChatGPT triggered 5,072 product carousels — each one containing up to 8 products from real brands.
Ecommerce is undergoing a fundamental shift. Shoppers are no longer just typing keywords into Google — they are asking AI assistants like ChatGPT, Perplexity, Claude, and Gemini to recommend products, compare options, and make purchase decisions on their behalf. The question is no longer whether AI will reshape product discovery. It