# Lou Pastrouil: Agent-Direct Score B (73.8%)

Site: https://loupastrouil.fr
Report: https://directindex.org/r/loupastrouil.fr
Scanned: 2026-10-14 (Provisional: the action test and the assistant citation check still to come; the hatched part of the bar is not measured yet.)
Lou Pastrouil is mostly ready for agents.

## Direct links
- Book directly: https://loupastrouil.fr/fr/booking (on the business's own site)
- Menu: https://loupastrouil.fr/fr/services
- Phone: +33 4 93 62 32 13

## What to fix first
- **No structured data for the business.** (+14 points) Add schema.org JSON-LD for the business (Restaurant, LocalBusiness or the closest type, with name, address, telephone and openingHoursSpecification, plus servesCuisine and acceptsReservations). It is the one block every assistant reads first; the fix kit below has it filled in. Guide: https://directindex.org/guides/structured-data-restaurant
- **No llms.txt.** (no points, still worth doing) Optional today, cheap to add: a short text file describing the business for language models. Guide: https://directindex.org/guides/llms-txt-for-a-business

## Fix kit: What to paste

Structured data (JSON-LD). One block in the page's head, or in the builder's custom-code slot. Replace anything that is wrong.

```html
<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@type": "Restaurant",
  "name": "Lou Pastrouil",
  "url": "https://loupastrouil.fr",
  "telephone": "+33 4 93 62 32 13",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 43.6968751,
    "longitude": 7.27432
  },
  "servesCuisine": [
    "regional"
  ],
  "acceptsReservations": "https://loupastrouil.fr/fr/booking",
  "hasMenu": "https://loupastrouil.fr/fr/services",
  "potentialAction": [
    {
      "@type": "ReserveAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://loupastrouil.fr/fr/booking",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      },
      "result": {
        "@type": "Reservation",
        "name": "Reservation"
      }
    }
  ]
}
</script>
```

llms.txt. Save as /llms.txt at the root of the site.

```
# Lou Pastrouil

> restaurant (regional) in Nice. Phone +33 4 93 62 32 13.

## Book or order directly

- Book: https://loupastrouil.fr/fr/booking (on the business's own site)
- Menu: https://loupastrouil.fr/fr/services

## About

- Website: https://loupastrouil.fr
- This file follows llms.txt (https://llmstxt.org): a short plain-text description for language models.
```

## Already right
- **robots.txt lets AI crawlers in.** No rule blocks the key AI user agents.
- **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all received a normal response.
- **Menu or price list is an HTML page.** Agents can read items and prices directly.
- **Booking on your own site.** Agents can book without a marketplace in the loop.

## Where it stands
90 of 447 in Nice. Top 20% of the sites scanned in this index.

| What the top tenth of the index does | Top 10% | This site |
|---|---|---|
| Take bookings or orders on their own domain | 93% | yes |
| Publish the menu or price list as HTML | 78% | yes |
| Let AI crawlers in (no edge block, no robots.txt block) | 96% | yes |
| Structured data with address, phone and hours | 43% | no |
| Have an llms.txt | 26% | no |

Nearest places with a similar menu: La Merenda (B, 107 m, https://directindex.org/r/lamerenda.net); L'Ecurie (D, 116 m, https://directindex.org/r/restaurant-lecurie-nice.fr); Lu Fran Calin (D, 124 m, https://directindex.org/r/lu-francalin.fr); Olive & Artichaut (C, 141 m, https://directindex.org/r/oliveartichaut.com); La Rossettisserie (B, 183 m, https://directindex.org/r/larossettisserie.com); La Cantine de Jo (C, 183 m, https://directindex.org/r/cantinedejo.com); Le Safari (C, 207 m, https://directindex.org/r/restaurantsafari.fr); Fine Geule (B, 220 m, https://directindex.org/r/finegueule.fr); Le Gaglio (C, 382 m, https://directindex.org/r/legaglio.com); L'Escalinada (F, 485 m, https://directindex.org/r/escalinada.fr).

## What assistants answer
Not asked yet. Assistants are asked about the top-ranked businesses in each city index, and about every claimed business the moment it is claimed; claim this page to be included.

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

Read by AI agents 7 times this month.

## Businesses like Lou Pastrouil in Nice

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Same kind in Nice | 447 | 50% | 28% | 73.8% |

The best of Same kind in Nice: CaSa Leya (A 100%, https://directindex.org/r/casaleya.com); La Barque Bleue (A 100%, https://directindex.org/r/restaurant-la-barque-bleue.fr); 3 Brasseurs (A 95.4%, https://directindex.org/r/3brasseurs.com); La Maison WM (A 95.4%, https://directindex.org/r/wixsite.com); La Planxa (A 95.4%, https://directindex.org/r/laplanxa.fr).

With the fix above (No structured data for the business) the score would be about 95.4%: 3rd of 447 in Nice, up from 90th.

## The direct record
What agents get for Lou Pastrouil, as JSON: https://directindex.org/api/direct/loupastrouil.fr
- Book: https://loupastrouil.fr/fr/booking (own site; found by the scan of 2026-10-14, not yet tested)
- Order: none on record
- Menu: https://loupastrouil.fr/fr/services (html_page; from the scan)
- Hours: none on record
- Phone: +33 4 93 62 32 13
- Stable links that count: https://directindex.org/go/loupastrouil.fr/book, https://directindex.org/go/loupastrouil.fr/menu

## 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): not measured
- ACP discovery document (/.well-known/acp.json, OpenAI and Stripe's Agentic Commerce Protocol): not measured
- 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): not measured

Not measured at this scan; the next scan measures it.

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 8 | 25 |
| Actionable | 15 | 15 (the action test: pending) |
| Cited | 0 | 0 (the assistant citation check: pending) |

## Agent readiness (Cloudflare)
Level 0 of 5, Not Ready. Cloudflare's report: https://isitagentready.com/loupastrouil.fr
- Link headers on the homepage: no (how: https://isitagentready.com/.well-known/agent-skills/link-headers/SKILL.md)
- sitemap.xml: no (how: https://isitagentready.com/.well-known/agent-skills/sitemap/SKILL.md)
- 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: no (how: https://isitagentready.com/.well-known/agent-skills/llms-txt/SKILL.md)
- 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: no

Deep report: https://directindex.org/r/loupastrouil.fr/deep. Ten questions the way people ask, each assistant's full answer, the eight nearest similar places, the fix plan and a PDF: 19 EUR, one-off.
Methodology: https://directindex.org/methodology · Rescan now: https://directindex.org/scan?url=loupastrouil.fr&force=1