atreebu-diagnostic.fr

Last audited May 21, 2026 · Fair · Visit site ↗

As of May 21, 2026, AI agents read atreebu-diagnostic.fr at Fair readiness (52/100). The AI-visibility lens (ChatGPT/Claude/Gemini mentions) hasn't been seeded yet for this domain.

52
/ 100
Agent Readiness
In progress
queued
AI Visibility

Agent Readiness

Discoverability

80/100

Can AI crawlers find your content and understand your policies?

  • robots.txt present
    HTTP 200
  • sitemap.xml present
    HTTP 200
  • Sitemap declared in robots.txt
  • !
    AI bot rules in robots.txt
    No explicit rules for GPTBot / ClaudeBot / Google-Extended
    How to fix

    Add `User-agent: GPTBot`, `User-agent: ClaudeBot`, `User-agent: Google-Extended` blocks with explicit Allow/Disallow so AI crawlers know your stance.

  • !
    Content Signals declared
    No Cloudflare Content-Signal directive
    How to fix

    Add `Content-Signal: search=yes, ai-train=no, ai-input=yes` (tune the values to your policy) inside a User-agent group in robots.txt.

Agent Endpoints

0/100

Standard well-known endpoints agents probe to interact with your site.

  • MCP server card (/.well-known/mcp/server-card.json)
    Publish an MCP server card to expose agent tools
    How to fix

    Publish an MCP server-card JSON at /.well-known/mcp/server-card.json describing your tools, transport, and capabilities. Spec: SEP-1649/SEP-2127.

  • API catalog (/.well-known/api-catalog)
    RFC 9727 API catalog helps agents discover your APIs
    How to fix

    Serve a `application/linkset+json` document at /.well-known/api-catalog listing your OpenAPI / service descriptions. RFC 9727.

  • OAuth protected resource (/.well-known/oauth-protected-resource)
    RFC 9728 lets agents discover auth requirements
    How to fix

    Publish a JSON document at /.well-known/oauth-protected-resource with `resource` and `authorization_servers` fields. RFC 9728.

  • OpenID configuration (/.well-known/openid-configuration)
    Helpful if your site offers identity / sign-in for agents
    How to fix

    If your product supports sign-in, expose OpenID Connect discovery at /.well-known/openid-configuration so agents can authenticate users on their behalf.

Content Negotiation

33/100

How well your site speaks formats AI agents prefer.

  • llms.txt present
    Add /llms.txt to give models a curated entry point
    How to fix

    Create /llms.txt as Markdown with a short site description, key URLs, and your content/training policy. See llmstxt.org for the spec.

  • !
    Markdown content negotiation
    Returned text/html; charset=utf-8 despite Accept: text/markdown
    How to fix

    When `Accept: text/markdown` is sent, return the same content as Markdown (Content-Type: text/markdown). Agents prefer it because it's cheaper to parse than HTML.

  • !
    Link header on /
    No Link header — agents can't follow alt-format relations
    How to fix

    Add an HTTP `Link:` header pointing agents at alternate representations, e.g. `Link: </openapi.json>; rel="service-desc"; type="application/openapi+json"`.

Search Optimization

95/100

HTML signals that Google AI Search + LLM crawlers use to rank you.

  • Homepage reachable
    HTTP 200
  • HTTPS
  • Title tag
    Diagnostic RPS PME : méthode, prix et devis | Atreebu
  • Meta description
    RPS : psychologues M2, 4 modèles, rapport opposable, plan d'action. À partir de 5 900 € HT…
  • Canonical URL
  • !
    Open Graph tags
    2/3 OG tags present
    How to fix

    Add the missing of `og:title`, `og:description`, `og:image` so social shares render a full preview card.

  • Schema.org structured data
    Organization, LocalBusiness, BreadcrumbList
  • Mobile viewport
  • html lang attribute
  • Image alt text
    5/5 images have alt

Auth Standards optional

0/100

Optional: cryptographic verification for trusted bots.

  • Web Bot Auth directory
    Publish /.well-known/http-message-signatures-directory to verify trusted bots
    How to fix

    If you operate a bot, publish your signing keys at /.well-known/http-message-signatures-directory per draft-meunier-web-bot-auth-architecture. Most non-bot sites can leave this missing.

AI Visibility

In progress

Querying ChatGPT, Claude & Gemini for atreebu-diagnostic.fr

This part of the audit runs offline because it calls each model. We'll ping you the moment results land — drop your email below.

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