# Nathalie Sebbag: Agent-Direct Score B (72.3%)

Site: http://www.drsebbag.com
Report: https://directindex.org/r/drsebbag.com
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.)
Nathalie Sebbag is mostly ready for agents.
An AI assistant can open Nathalie Sebbag's website. It can't find a menu or price list, so it answers from other sites. It finds a way to book or order directly, through Doctolib.

## Direct links
- Book directly: https://www.doctolib.fr/dermatologue/nice/nathalie-sebbag (through doctolib acting for the business)
- Phone: +33492000323
- Address: Villa Majestic, 2 Boulevard de Cimiez, 06000, Nice

## Nearby, also direct
Places near Nathalie Sebbag that take a booking or an order on their own website, with no marketplace in between.
- Cabinet Vétérinaire de Cimiez (40 m): https://directindex.org/r/niceavet.fr
- La Mutuelle Familiale (180 m): https://directindex.org/r/mutuelle-familiale.fr
- Janvier Gilbert (370 m): https://directindex.org/r/dentistes-dubouchage.fr
- Clinique Vétérinaire Argos Nice Etoile (420 m): https://directindex.org/r/argos-veterinaire.com
- Cabinet de Gynécologie Obstétrique (430 m): https://directindex.org/r/drvelemir.fr

## What to fix first
- **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)
- **The footer says © 2023.** Visitors and assistants may read that year as the last time anyone looked after the site.
- **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": "Nathalie Sebbag",
  "url": "http://www.drsebbag.com",
  "telephone": "+33492000323",
  "address": "Villa Majestic, 2 Boulevard de Cimiez, 06000, Nice",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 43.70556439,
    "longitude": 7.27173734
  },
  "potentialAction": [
    {
      "@type": "ReserveAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://www.doctolib.fr/dermatologue/nice/nathalie-sebbag",
        "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.
- **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all got a normal response.
- **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
32 of 172 in Nice dentists, clinics and vets. Top 19% of the sites scanned in this index.

| What the top 10% of the index does | Top 10% | This site |
|---|---|---|
| Take bookings or orders on their own domain | 100% | yes |
| Publish the menu or price list as HTML | 28% | no |
| Let AI crawlers in (no block at the server or in robots.txt) | 100% | yes |
| Structured data with address, phone and hours | 11% | no |
| Have an llms.txt | 28% | yes |

Nearest places in the index: Cabinet Vétérinaire de Cimiez (B, 39 m, https://directindex.org/r/niceavet.fr); La Mutuelle Familiale (B, 180 m, https://directindex.org/r/mutuelle-familiale.fr); VivaSon (C, 349 m, https://directindex.org/r/vivason.fr); Janvier Gilbert (C, 365 m, https://directindex.org/r/dentistes-dubouchage.fr); Clinique Vétérinaire Argos Nice Etoile (B, 416 m, https://directindex.org/r/argos-veterinaire.com); Cabinet de Gynécologie Obstétrique (B, 434 m, https://directindex.org/r/drvelemir.fr); Veterinary Clinic NiceVet (C, 457 m, https://directindex.org/r/dr-veterinaire.com); Centre Medical L'Artistique (F, 480 m, https://directindex.org/r/ca-medical.fr); Docteur.Frédéric.BRACCINI_ORL_Chirurgie_Cervico-Faciale (C, 491 m, https://directindex.org/r/braccini.net); Thiry Alain (B, 497 m, https://directindex.org/r/alain-thiry.fr).

## 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.


Compared with its peers: Sites built with Wix 53% (30% A or B, 24646 sites); Sites using Doctolib 56% (10% A or B, 4479 sites); This site 72.3%.

See what an AI agent reads on this site: https://directindex.org/r/drsebbag.com/agent-view

## Businesses like Nathalie Sebbag in Nice dentists, clinics and vets

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Nice dentists, clinics and vets | 172 | 54% | 20% | 72.3% |
| Sites built with Wix in Nice dentists, clinics and vets | 10 | 64% | 30% | 72.3% |
| Sites using Doctolib in Nice dentists, clinics and vets | 32 | 60% | 9% | 72.3% |
| Sites built with Wix and using Doctolib in Nice dentists, clinics and vets | 2 | 71% | 50% | 72.3% |

The best of the sites using Doctolib in Nice dentists, clinics and vets: Dr. Alain Mandrino - Chirurgie orthopédique (B 75.4%, https://directindex.org/r/chirurgie-orthopedique.info); M'Eye Clinic (B 71.3%, https://directindex.org/r/meyeclinic.fr); Cabinet de Podologie Nice-Valdeblore (C 69.2%, https://directindex.org/r/podologue-nice-borghesi.com); Cabinet de Podologie-Pédicurie Marchand-Lafon (C 67.7%, https://directindex.org/r/podologue-posturologue-nice.fr); Docteur Farès Belhassen (C 67.7%, https://directindex.org/r/dr-belhassen-chirurgien-esthetique.fr).

With the two fixes above (No list of services and prices found; Structured data is incomplete), the score would be about 87.7%. That would be 3rd of 172 in Nice dentists, clinics and vets, up from 32nd.

## The direct record
What agents get for Nathalie Sebbag, as JSON: https://directindex.org/api/direct/drsebbag.com
- Book: https://www.doctolib.fr/dermatologue/nice/nathalie-sebbag (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: +33492000323
- Stable links that count: https://directindex.org/go/drsebbag.com/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): yes
- 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

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

## Agent readiness (Cloudflare)
Level 1 of 5, Basic Web Presence. Cloudflare's report: https://isitagentready.com/drsebbag.com
- Link headers on the homepage: no (how: https://isitagentready.com/.well-known/agent-skills/link-headers/SKILL.md)
- sitemap.xml: yes
- AI bot rules in robots.txt: yes
- Content Signals in robots.txt: no (how: https://isitagentready.com/.well-known/agent-skills/content-signals/SKILL.md)
- Markdown on Accept: text/markdown: no (how: https://isitagentready.com/.well-known/agent-skills/markdown-negotiation/SKILL.md)
- llms.txt: yes
- API catalog (RFC 9727): no (how: https://isitagentready.com/.well-known/agent-skills/api-catalog/SKILL.md)
- MCP server card: no (how: https://isitagentready.com/.well-known/agent-skills/mcp-server-card/SKILL.md)
- A2A agent card: no (how: https://isitagentready.com/.well-known/agent-skills/a2a-agent-card/SKILL.md)
- Agent Skills index: no (how: https://isitagentready.com/.well-known/agent-skills/agent-skills/SKILL.md)
- OAuth or OIDC discovery: no (how: https://isitagentready.com/.well-known/agent-skills/oauth-discovery/SKILL.md)
- OAuth protected resource metadata: no (how: https://isitagentready.com/.well-known/agent-skills/oauth-protected-resource/SKILL.md)
- auth.md: no (how: https://isitagentready.com/.well-known/agent-skills/auth-md/SKILL.md)
- Web Bot Auth key directory: no (how: https://isitagentready.com/.well-known/agent-skills/web-bot-auth/SKILL.md)
- ARD capability manifest: no (how: https://isitagentready.com/.well-known/agent-skills/ard/SKILL.md)
- DNS-AID records: no (how: https://isitagentready.com/.well-known/agent-skills/dns-aid/SKILL.md)
- WebMCP tools on the page: no (how: https://isitagentready.com/.well-known/agent-skills/webmcp/SKILL.md)
- JSON-LD for the business: yes

Keep watching this business (https://directindex.org/r/drsebbag.com/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/drsebbag.com/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=drsebbag.com&force=1