llms.txt / sitemap / discovery
Can AI discover you the modern way?
Discovery files are present, but your sitemap does not list individual vehicle pages, so AI crawlers cannot reliably find your whole lot, they only see the cars linked on a page they happen to land on. A VDP-listing sitemap is the highest-leverage fix here.
VIN Index hands agents a map straight to every vehicle you have, so they find the whole lot rather than whatever they stumble onto.
See the detail
What we checked
Whether you publish the discovery files agents look for, llms.txt, an agent card, and a sitemap that actually lists your vehicle pages.
How we tested
We fetch /llms.txt and agent-discovery files, and walk your sitemap to see whether it enumerates individual VDP URLs.
What it means
These conventions are emerging with no proven citation lift yet, but a sitemap that lists every VDP is how index crawlers find your whole lot.
- /llms.txt
- Found
- /.well-known/mcp.json
- Not found
- /.well-known/agent-card.json
- Not found
- /.well-known/ucp
- Not found
- <link rel="mcp-server">
- Not found
- <link rel="agent-card">
- Not found
- Sitemap lists vehicle pages
- None found
