Get your products into AI shopping answers.
Track how your products appear in ChatGPT Shopping, Google AI Mode, Perplexity and Amazon Rufus: which products are shown, at what price, next to whom, and why.
Sample data for Ridgeline Outfitters, a fictional brand.
How do AI shopping assistants choose products?
AI shopping assistants pick products from merchant feeds, retailer listings, reviews and editorial roundups, then explain the pick with specs and price. Lighthouse tracks which of your products appear for shopping prompts, the claims and prices shown, the retailers linked, and the gaps in your product data that keep you out.
ChatGPT
AI Mode
Perplexity
RufusWhat can you do with Commerce?
Products in answers
Which SKUs appear for which shopping prompts, on which engine, and in what position.
Price and claims
The price, specs and review quotes the engines show, checked against your catalog.
Retailer coverage
Which retailers the engines link to for your products: your store, REI, Amazon or a rival listing.
Feed and schema gaps
Missing attributes, schema and reviews that keep products out of comparison answers.
Every number opens to the answers behind it.
Every answer collected from the engine’s own logged-out page in a real browser, stored with its sources and a screenshot, and never estimated from a panel.
Read the methodologyQuestions people ask
Do you support Shopify?
Yes. Connect Shopify to pull your catalog, and Lighthouse matches products in answers to your SKUs.
Does Lighthouse track Amazon Rufus?
Yes, for product and category prompts on Amazon.
See what AI says about you.
A real Lighthouse scan of your site: your AI visibility, who is named instead, and what to fix. Free to start.