# L’esturgeon My Seafood: Agent-Direct Score B (80%)

Site: https://www.lesturgeon31.com/
Report: https://directindex.org/r/lesturgeon31.com
Scanned: 2026-10-21 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.)
L’esturgeon My Seafood is mostly ready for agents.
An AI assistant can open L’esturgeon My Seafood'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 on the site.

## Direct links
- Book directly: https://www.lesturgeon31.com/reservations (on the business's own site)
- Phone: +33766870345
- Address: 293 Av. de Grande Bretagne, 31300, Toulouse

## Nearby, also direct
Places near L’esturgeon My Seafood that take a booking or an order on their own website, with no marketplace in between.
- Flunch (270 m): https://directindex.org/r/flunch-traiteur.fr
- Flunch (390 m): https://directindex.org/r/flunch.fr
- Abuelo (830 m): https://directindex.org/r/abuelorestaurant.fr

## What to fix first
- **No menu or price list found.** (+7 points) Agents answer 'what do they offer?' from marketplaces instead. Add a page with the menu or price list 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
- **The phone number on the site doesn't match the open map data.** The site shows +33 7 73 08 43 26, but OpenStreetMap or Overture Maps lists +33766870345. An assistant that sees two numbers can't tell which one to trust. Fix whichever is wrong, on the site or in the map data at openstreetmap.org.

## 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. In Toulouse, 11% of comparable sites declare one.

## 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": "L’esturgeon My Seafood",
  "url": "https://www.lesturgeon31.com/",
  "telephone": "+33766870345",
  "address": "293 Av. de Grande Bretagne, 31300, Toulouse",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 43.60739783,
    "longitude": 1.39806285
  },
  "potentialAction": [
    {
      "@type": "ReserveAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://www.lesturgeon31.com/reservations",
        "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
- **Booking on your own site.** Agents can book without going through a marketplace.

## Where it stands
126 of 734 in Toulouse. Top 17% 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 | 99% | yes |
| Publish the menu or price list as HTML | 96% | no |
| Let AI crawlers in (no block at the server or in robots.txt) | 95% | yes |
| Structured data with address, phone and hours | 66% | no |
| Have an llms.txt | 36% | yes |

Nearest places in the index: Chinatown (C, 19 m, https://directindex.org/r/chinatown31.fr); Le Lusso (F, 135 m, https://directindex.org/r/lelusso.com); Seven Bistro (D, 179 m, https://directindex.org/r/sevenline.fr); Flunch (B, 270 m, https://directindex.org/r/flunch-traiteur.fr); Flunch (A, 389 m, https://directindex.org/r/flunch.fr); Au zouglou (C, 787 m, https://directindex.org/r/foodyas.com); Mythic Burger (D, 807 m, https://directindex.org/r/mythicburger.com); Nakama Gyudon (F, 815 m, https://directindex.org/r/nakamagyudon.fr); Chez Mika (B, 824 m, https://directindex.org/r/restaurantchezmika.fr); Abuelo (B, 833 m, https://directindex.org/r/abuelorestaurant.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.

Recommended when people ask: "Seafood dinner with a view, table for four this week." (ChatGPT)


Compared with its peers: Sites built with Wix 53% (30% A or B, 24646 sites); This site 80%.

See what an AI agent reads on this site: https://directindex.org/r/lesturgeon31.com/agent-view

## Named by ChatGPT for "Seafood dinner with a view, table for four this week" in Toulouse, October 2026
- "Seafood dinner with a view, table for four this week." (2026-10-18): ChatGPT with a link to this site. https://directindex.org/city/toulouse/recommended/seafood-view
Named by 1 of 3 assistants asked. Badge: https://directindex.org/badge/named/lesturgeon31.com.svg

## Businesses like L’esturgeon My Seafood in Toulouse

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Toulouse | 734 | 57% | 34% | 80% |
| Sites built with Wix in Toulouse | 47 | 57% | 28% | 80% |

The best of the sites built with Wix in Toulouse: Pica pic' (A 95.4%, https://directindex.org/r/picapic.fr); Zapata Toulouse (A 95.4%, https://directindex.org/r/zapatatoulouse.fr); Café des Artistes (A 90.8%, https://directindex.org/r/cafedesartistes.com); Gesture Sensing RC Stunt Car105 (A 90.8%, https://directindex.org/r/lorsoitaliano.com); Le Bijou (A 90.8%, https://directindex.org/r/le-bijou.net).

With the two fixes above (No menu or price list found; Structured data is incomplete), the score would be about 95.4%. That would be 17th of 734 in Toulouse, up from 126th.

## The direct record
What agents get for L’esturgeon My Seafood, as JSON: https://directindex.org/api/direct/lesturgeon31.com
- Book: https://www.lesturgeon31.com/reservations (own site; found by the scan of 2026-10-21, not yet tested)
- Order: none on record
- Menu: none on record
- Hours: none on record
- Phone: +33766870345
- Stable links that count: https://directindex.org/go/lesturgeon31.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

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 12 | 25 |
| Actionable | 15 | 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/lesturgeon31.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/lesturgeon31.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/lesturgeon31.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=lesturgeon31.com&force=1