Proof PlacementAI visibility report · 4 Nov 2026

kosas.com

What an AI answer engine can read from this store, checked directly against the live site.

55/100
Effectively invisible
Crawl permission
Open — all nine agents may read the catalog.
Product markup
Not found on the homepage or the product page checked.
https://kosas.com/products/wet-stick-gift-1
llms.txt
Published — agents get a plain-language map.
Reachability
Homepage returned HTTP 200. Reachable from a datacenter IP.

What to fix

  1. Publish Product + Offer JSON-LD (name, price, availability, image) on every product page.
If you want it done rather than explained

$7,500 · live in 10 days

Product and Offer markup across the catalog, llms.txt, crawler access fixed, then a 50-prompt panel re-run monthly to show whether the models actually name you.
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