Get your products into shopping answers.
When an assistant recommends three products, the other forty are invisible. See which of yours make the shortlist, at what price, and what keeps the rest out.
How do I get my products recommended by ChatGPT Shopping?
Give the engines complete, consistent product data: structured specs and prices on your product pages, accurate merchant feeds, reviews, and coverage in the roundups engines cite. Lighthouse tracks which of your products appear for shopping prompts and lists the data gaps that keep the others out.
What will you be asked, and how do you answer it?
"Which products show up?"
SKU-level across ChatGPT Shopping, AI Mode, Perplexity and Rufus.
"Is the price right?"
Prices and specs in answers checked against your catalog.
"Why does the rival get picked?"
The reviews, roundups and attributes behind each competing pick.
Sample data for Ridgeline Outfitters, a fictional brand.
Which Lighthouse tools will you use most?
GEO score and page fixes
A score for every page and the edit that moves it.
Questions people ask
How do I get my products recommended by ChatGPT Shopping?
Give the engines complete, consistent product data: structured specs and prices on your product pages, accurate merchant feeds, reviews, and coverage in the roundups engines cite. Lighthouse tracks which of your products appear for shopping prompts and lists the data gaps that keep the others out.
How long does setup take?
About ten minutes for the first analysis. Guided setup asks about your role and goals, builds a prompt set and picks your competitors, and you can change all of it later.
Can I try it first?
Yes. Start with the free visibility check, or book a demo and we will run Lighthouse on your brand live.
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.