
SEOBy highbrow_fameLaunched October 8, 2026Updated October 13, 2026
Citebeam: AI Visibility launched on October 8, 2026. Shoplist is watching for its first storefront installs and tracking pricing in the meantime.
Get alerted on first storefront installs, review spikes, pricing changes, and listing edits.

Shoppers now ask ChatGPT what to buy. Fix what AI can't read in your catalog and see who it picks.
Shoppers ask ChatGPT, Gemini and Copilot what to buy, and Shopify's AI shopping channels show them products from your catalog. Missing categories, thin SEO text and empty image alt text make products harder for AI to understand. Citebeam checks your catalog against Shopify's rules and fixes these fields in one click, with preview and undo. Then it asks AI engines your buyers' questions, shows who gets recommended instead of you, and how answers change after each fix.
Every number on this page comes from public storefront scans and the public Shopify App Store listing. If Shoplist shows Citebeam: AI Visibility on a store, it is there.
Read the data methodology