AEO
Why ChatGPT Recommends Your Competitor Products
ChatGPT doesn't rank pages, it selects products from structured feeds. Strong Google rankings don't transfer. Four specific signals determine who appears in AI shopping carousels.
Serial SaaS founder. Building AEOsome, helping eCommerce brands get their products recommended when shoppers ask AI what to buy - turning AI searches into sales
AEO
ChatGPT doesn't rank pages, it selects products from structured feeds. Strong Google rankings don't transfer. Four specific signals determine who appears in AI shopping carousels.
AEO
50+ tools track AI brand mentions, but mentions don't drive product recommendations. Here's what actually gets eCommerce products recommended.
AEO
The AI shopping customer journey has 9 intent stages, from Problem Recognition to Post Purchase. Each changes what ChatGPT shows shoppers and which brands.
AEO
Lulus tops ChatGPT's fashion picks, in 1,515 of 5,072 carousels. Zara shows up in only 100. Winners own their feeds, ratings, and price data.
AEO
ChatGPT showed products for 59.5% of 8,520 shopping queries. Intent stage decides it: 93.0% at checkout vs 2.8% after purchase. Here's how to get picked.