# Nebra Marie-Andree: Agent-Direct Score F (33.8%)

Site: https://www.nebra-psychologie.fr
Report: https://directindex.org/r/nebra-psychologie.fr
Scanned: 2026-10-20 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.)
Nebra Marie-Andree is largely invisible to agents.
AI assistants can't open Nebra Marie-Andree's website, so they go by what other sites say about it.

## Direct links
- Book directly: https://www.doctolib.fr/psychologue/bordeaux/marie-andre-nebra (through doctolib acting for the business)
- Phone: 07 85 71 13 30
- Address: 176 boulevard George V, 33000, Bordeaux

## Nearby, also direct
Places near Nebra Marie-Andree that take a booking or an order on their own website, with no marketplace in between.
- Docteur Guillaume Drossard (100 m): https://directindex.org/r/cg5.fr
- Clinique Vétérinaire du Tondu (820 m): https://directindex.org/r/veterinaire-bordeaux.fr
- Phéline Patrick (890 m): https://directindex.org/r/docteur-pheline.com

## What to fix first
- **The site turns away every visitor that isn't a browser, AI agents included.** (+25 points) A plain fetch was refused (http_403). Only a real browser got the page. Every AI crawler and agent gets turned away the same way, so Reachable scores 0 and the rest is measured on the page as the browser rendered it. Ask the host to let the AI user agents through. Guide: https://directindex.org/guides/blocking-ai-crawlers-without-knowing
- **No list of services and prices found.** (+7 points) Agents answer 'what do they treat and what does it cost?' from directories instead. Add a page that lists services and prices as text, and link to it from the homepage. Guide: https://directindex.org/guides/menu-pdf-ai
- **Structured data is incomplete.** (+3 points) Missing: opening hours. Guide: https://directindex.org/guides/structured-data-restaurant

## What the site tells visitors (Measured, not scored)
- **No English version declared.** Visitors from abroad, and assistants answering in English, read the page as it is.

## Fix kit: What to paste

Structured data (JSON-LD). Paste it as one block in the page's head, or in the builder's custom code box. Change anything that's wrong.

```html
<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@type": "LocalBusiness",
  "name": "Nebra Marie-Andree",
  "url": "https://www.nebra-psychologie.fr",
  "telephone": "07 85 71 13 30",
  "address": "176 boulevard George V, 33000, Bordeaux",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 44.821810388391754,
    "longitude": -0.5834240627524307
  },
  "potentialAction": [
    {
      "@type": "ReserveAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://www.doctolib.fr/psychologue/bordeaux/marie-andre-nebra",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      },
      "result": {
        "@type": "Reservation",
        "name": "Reservation"
      }
    }
  ]
}
</script>
```

## Already right
- **robots.txt lets AI crawlers in.** No rule blocks the main AI user agents.
- **Structured data found (LocalBusiness).** address, phone
- **Appointments through doctolib on your own domain.** There's no marketplace commission, and the customer stays yours.

## Where it stands
Not ranked yet in Bordeaux dentists, clinics and vets.

| What the top 10% of the index does | Top 10% | This site |
|---|---|---|
| Take bookings or orders on their own domain | 96% | yes |
| Publish the menu or price list as HTML | 20% | no |
| Let AI crawlers in (no block at the server or in robots.txt) | 92% | no |
| Structured data with address, phone and hours | 20% | no |
| Have an llms.txt | 36% | no |

Nearest places in the index: Docteur Guillaume Drossard (C, 101 m, https://directindex.org/r/cg5.fr); Kiné Ostéo Sport Bordeaux Talence (F, 136 m, https://directindex.org/r/kineosteosport-bordeauxtalence.fr); Bazalgette Gérard (F, 313 m, https://directindex.org/r/quatrieme-groupe.org); Dr Xavier Pommereau (C, 326 m, https://directindex.org/r/xpommereau.com); Bergonie (C, 352 m, https://directindex.org/r/bergonie.fr); Dr Hichem Bensmail (F, 806 m, https://directindex.org/r/hichembensmail.com); Clinique Vétérinaire du Tondu (D, 824 m, https://directindex.org/r/veterinaire-bordeaux.fr); Phéline Patrick (D, 894 m, https://directindex.org/r/docteur-pheline.com); Clinique Vétérinaire Vetocare (D, 945 m, https://directindex.org/r/vetocare.fr); Vetoadom Gironde (D, 1048 m, https://directindex.org/r/vetoadomgironde.com).

## What assistants answer
The assistants haven't been asked about this business yet. They're asked about the top-ranked businesses in each city index, and about any business as soon as it's claimed. Claim this page to be included.

The assistants were asked 12 everyday questions about Bordeaux dentists, clinics and vets and named 44 places. Nebra Marie-Andree wasn't one of them. See who was named: https://directindex.org/city/bordeaux-clinics/recommended


Compared with its peers: Sites using Doctolib 58% (16% A or B, 6359 sites); This site 33.8%.

See what an AI agent reads on this site: https://directindex.org/r/nebra-psychologie.fr/agent-view

## Businesses like Nebra Marie-Andree in Bordeaux dentists, clinics and vets

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Sites using Doctolib in Bordeaux dentists, clinics and vets | 75 | 61% | 25% | 33.8% |

The best of the sites using Doctolib in Bordeaux dentists, clinics and vets: Centre Imagerie Fonctionelle (B 82.8%, https://directindex.org/r/cif-bordeaux.fr); Centre d'Exploration et de Chirurgie Cardio-Vasculaire (B 80%, https://directindex.org/r/chirurgie-cardiaque-vasculaire-bordeaux.com); Audioprothesiste Entendre Villenave d'Ornon (B 76.9%, https://directindex.org/r/entendre-villenave-d-ornon.fr); Dr. Frank Falkenrodt (B 76.9%, https://directindex.org/r/chirurgie-esthetique-bordeaux.com); Entendre (B 76.9%, https://directindex.org/r/entendre-le-taillan-medoc.fr).

## The direct record
What agents get for Nebra Marie-Andree, as JSON: https://directindex.org/api/direct/nebra-psychologie.fr
- Book: https://www.doctolib.fr/psychologue/bordeaux/marie-andre-nebra (vendor on own site: Doctolib; found by the scan of 2026-10-20, not yet tested)
- Order: none on record
- Menu: none on record
- Hours: none on record
- Phone: 07 85 71 13 30
- Stable links that count: https://directindex.org/go/nebra-psychologie.fr/book

## Can an agent transact?
Measured, not scored (the score stays at spec v1.0).
- UCP profile (/.well-known/ucp, Google and Shopify's Universal Commerce Protocol): no
- ACP discovery document (/.well-known/acp.json, OpenAI and Stripe's Agentic Commerce Protocol): no
- MCP server card (/.well-known/mcp/server-card.json): no
- Ordering vendor that takes agent orders (Square, Toast, or a vendor whose terms allow agents): no
- Vendor terms for agents, Doctolib: Not stated. Doctolib's patient terms (April 2026), article 19, forbid web scraping and make automated data harvesting subject to Doctolib's prior consent; they do not address an agent booking an appointment for a patient, and no API or partner path for agents is documented. Read 2026-10-15: https://media.doctolib.com/image/upload/v1776929137/legal/B2C_T_Cs.pdf

Only a real browser got this page (a plain fetch got http_403); Readable and Actionable were measured on the rendered page.

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 0 | 25 |
| Readable | 12 | 25 |
| Actionable | 10 | 15 (the action test: pending) |
| Cited | 0 | 0 (the assistant citation check: pending) |

## Agent readiness (Cloudflare)
Not measured for this scan.
- JSON-LD for the business: yes

Keep watching this business (https://directindex.org/r/nebra-psychologie.fr/plan): the assistants are asked again every month, and you see what changed. 2 EUR a month or 19 EUR a year.
Deep report: https://directindex.org/r/nebra-psychologie.fr/deep. Ten questions phrased the way people ask them, each assistant's full answer, the eight nearest similar places, the fix plan and a PDF. 5 EUR, paid once. Reading and scanning stay free. These few euros pay for the questions sent to the assistants and for the servers.
Methodology: https://directindex.org/methodology · Rescan now: https://directindex.org/scan?url=nebra-psychologie.fr&force=1