AI assistants already answer millions of shopping questions a day, from stores they can barely read. They don't run JavaScript, so they see the raw page: and on most stores that means broken links, phantom stock, and prices that don't match. Catalens One reads a store exactly the way an agent does and shows merchants what's really there, and what agents silently skip.
No AI in the loop. Deterministic checks against public pages and feeds. Nothing to sign up for, nothing billed. Why agent readiness matters for e-commerce →
Paste any store on any platform and get a scored, product-by-product report of what AI agents can see.
Reads public data only: product feeds and APIs where they exist, otherwise the store's own sitemap and product pages — the same route an agent takes. A bounded sample of pages is fetched; never a crawl.
Diagnostic: batch-verify a set of product URLs: does each resolve, is the product really there, what price and stock does its machine-readable data report. Paste up to 20 URLs, or any text containing them.