For Builders
You built your product with AI. Now make it visible to AI.
Sites shipped with Lovable, Bolt, v0, and Claude Code look great — and usually have zero AEO/GEO structure. Beautiful front end, invisible to the answer engines your buyers ask.
No questions, no call — just run the diagnostic.
The pattern
AI-built front end, no machine-readable back end.
Across the AI-built sites we scan, the same gaps repeat: no FAQ or HowTo schema, single-page-app shells that render content in JavaScript, and no llms.txt — so AI engines can't reliably read or quote the site. The design is production-grade; the structure that earns citations isn't there yet.
What EntityMesh adds
The structure AI engines need — without touching your app.
Additive infrastructure. We never change your app code, CMS, or product — we add the layer that makes it citable.
- Schema (JSON-LD) so engines can safely quote your pages
- Entity markup that ties your product to who it's for
- Structured, answer-first content for the questions buyers ask
- llms.txt and AI-crawler access so engines can read you
- A hosted support/answer hub that becomes your citable source