For Builders
You built your product with AI. Now make its answers accurate and inspectable.
Framework or generator choice does not establish crawlability, structure, or provider visibility. The bounded diagnostic records supported public-site checks; a hosted answer layer can then be reviewed separately.
No questions, no call — just run the diagnostic.
What to test
Visual quality and machine-readable evidence are separate.
Test whether important public content appears in usable HTML, whether supported schema is valid and honest, whether canonical and crawler policies are explicit, and whether important questions have reviewed answers. The result describes only completed checks and does not infer an external provider's private behavior.
How it works
From bounded scan to reviewed hosted answers.
Launch scope is additive and hosted. It does not require an app migration or customer CNAME, and it does not promise external retrieval.
Scan your site free
Run the bounded diagnostic. You get a confidence-labelled MeshScore, completed checks, and unassessed evidence — no signup or call. Timing and coverage vary by site.
See what's missing
The report shows completed checks, measured gaps, proxies, and unassessed evidence. Coverage can be partial.
Ship the fix
Use the free findings now or request a reviewed build scope. The $99 Roadmap, Auto-Build, and one-time System Build are published sales-assisted scopes rather than public self-service purchases today.
Published future scope — $99
Review the contained Scan + Roadmap scope.
The planned product includes generated schema, an llms.txt, an implementation prompt, and two rescans. Self-service payment and typed fulfillment are not launch-available, and rescans would compare compatible evidence rather than promise that a score moves.
What EntityMesh adds
A governed hosted layer without changing your app.
EntityMesh can add reviewed hosted answers, appropriate schema, version history, and publisher signals. Provider retrieval and citation remain separately observed outcomes.
Appropriate structured data
Publish valid JSON-LD only where the hosted page satisfies the schema type. Markup describes content; it does not force provider use.
Answer-first content
Question-led hosted pages with direct, scoped answers, sources, conditions, and explicit uncertainty where needed.
An inspectable hosted hub
Crawlable, pre-rendered, versioned answer pages published on EntityMesh routes after approval and a separate explicit action.
llms.txt + crawler access
Explicit robots policy plus an llms.txt publisher hint where useful. Provider support and behavior vary.
Questions
What builders ask before they scan.
Will this change my app code?
No. EntityMesh is additive infrastructure — schema, an llms.txt, and a hosted answer hub. We never touch your app code, CMS, framework, or database. It's a layer on top, not a rewrite.
Do I need to migrate or rebuild?
No migration of your existing app. Launch publishing uses EntityMesh's hosted support routes; customer CNAME routing stays unavailable until its TLS, routing, isolation, and rollback gates pass.
My site is a single-page app — can AI engines even read it?
The diagnostic can test whether the submitted public pages expose usable HTML and can distinguish completed render evidence from fallback coverage. EntityMesh can publish pre-rendered, schema-marked hosted answers, but external retrieval or citation is not implied.
How is this different from an SEO plugin?
SEO plugins and their capabilities vary. EntityMesh focuses on source-grounded answers, entity markup, approval, and explicit hosted publishing. These are controllable publishing practices, not a claim about how ChatGPT, Gemini, or Perplexity selects sources.