Be the product AI recommends when shoppers ask.
Track how shopping-style questions are answered, read what engines say about your products, and see which retailers and reviewers they cite.
Sound familiar?
Shoppers ask, then buy elsewhere
If the answer names three competitors, the sale is decided before a click.
Wrong facts spread
Out-of-date price, stock or specs can persist in answers long after you fix your site.
Marketplaces blur attribution
Retailer pages and review sites often get the citation, not you.
How ecommerce & retail use Citeroot.
Write shopping prompts
Cover 'best for', comparison and constraint-based questions for your main categories.
Read what's said
Open the answers that name your products and note the claims that are wrong. Fact-checking against a product feed isn't built; a person reads them.
Correct the record
Fix your own pages first, then pursue the review and retail sources that carry you.
The parts you’ll use most.
Answer Tracker
Track the questions that decide deals across ChatGPT, Claude, Gemini and Perplexity. Every run stores the full answer, its cited sources and what Citeroot measured in it, so you can open, quote and compare it.
Learn moreSource Map
See which domains engines cite in your market, what kind of source each one is, and where competitors are cited and you are not.
Learn moreSite Audit
Crawl your site and get page-level findings with the evidence attached — from structure and structured data to which of 20 AI crawlers your robots.txt actually admits.
Learn moreQuestions from ecommerce & retail
Does it connect to my store platform or product feed?
No. There are no store connectors or feed checks yet; a Shelf module is planned and has a waitlist.
Can it check marketplace listings?
It shows what answers say and which marketplace pages they cite. Changing listings remains in your hands.
See what AI says about you today.
Add your site and a few questions your buyers ask. Get your first baseline in an afternoon — 14-day free trial · no card.