Hey Product Hunt! I'm Mike, GM of a BMW dealership in New Jersey. A few months ago, a customer walked in and said, "ChatGPT recommended your dealership." That stopped me cold. I'd spent years optimizing for Google, but AI search was already sending buyers my way — and I had zero visibility into what these engines were actually saying about my store. So I started querying ChatGPT, Claude, and Gemini with the same questions car shoppers ask: "best BMW dealer near me," "where should I get my car serviced in NJ." I logged the responses manually at first, then built a scoring system to track accuracy, recommendations, and visibility across all three engines. That internal tool became AEO Whisperer. It runs real shopper questions through all three major AI engines and scores how well each one knows, describes, and recommends your dealership. You get an AEO score (answer engine optimization), a GEO score (generative engine optimization), and a full SEO audit. Built this because no one in automotive was tracking AI visibility, and dealers were flying blind. Free to check your store — would love feedback from the PH community.

AEO Whisperer

AI visibility scoring for car dealerships

AI visibility scoring for car dealerships