Same product page, twice. On the left: what an answer engine can read from it right now. On the right: the same page once the markup exists. Every URL and every check is real — the right-hand card is the only constructed part, and it's marked.
Now — engine view
<!-- kosas.com -->
product page: https://kosas.com/products/wet-stick-gift-1
{
"@type": "Product" ← not found
name: unreadable
price: unreadable
availability:unreadable
image: unreadable
}
llms.txt: published
ai crawlers: allowed// an engine asked "best option under $500"
// has nothing to quote and no name to cite.
After — engine view (constructed)
<!-- kosas.com -->
product page: https://kosas.com/products/wet-stick-gift-1
{
"@type": "Product"
name: "Wet Stick Gift 1"
price: "$—" + currency
availability:"InStock"
image: canonical URL
brand: "kosas.com"
}
llms.txt: published
ai crawlers: allowed
Wet Stick Gift 1
$—
kosas.com · in stock · ships from US
// the answer can now name you, quote you, link you.
Left panel: live fetch of your robots.txt, product page and llms.txt. Right panel: illustrative — it shows the fields an engine needs, not a claim about your current markup. No competitor names are invented. Nothing here is a prediction of ranking.