# Mon Petit Thaï: Agent-Direct Score F (38.5%)

Site: http://www.monpetitthai.com/
Report: https://directindex.org/r/monpetitthai.com
Scanned: 2026-10-16 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.)
Mon Petit Thaï is largely invisible to agents.
Some AI assistants are turned away by Mon Petit Thaï'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
- Order directly: http://ww547.monpetitthai.com/kw-click (on the business's own site)
- Phone: +33 3 20 31 54 74

## What to fix first

- **No structured data for the business.** (+15 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). Every assistant reads this block first, and the fix kit below has it filled in. Guide: https://directindex.org/guides/structured-data-restaurant
- **The server turns AI crawlers away at the door.** (+10 points) Requests as GPTBot (http_401), ClaudeBot (http_401), PerplexityBot (http_401) were refused, but a normal browser got the page. That's usually a bot list at the host or in a firewall that the owner never chose. Ask the host to allow these user agents. Guide: https://directindex.org/guides/blocking-ai-crawlers-without-knowing
- **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
- **No working HTTPS.** (+3 points) The page is only served over plain http. Browsers and agents rank it lower or refuse it.
- **Almost no text without JavaScript.** (+2 points) Crawlers that don't run scripts see an empty page. Put the menu, hours and address in plain HTML. Guide: https://directindex.org/guides/website-blank-without-javascript
- **No llms.txt.** (no points, but worth doing) Optional for now and cheap to add. It's a short text file that describes the business for language models. Guide: https://directindex.org/guides/llms-txt-for-a-business

## 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": "Restaurant",
  "name": "Mon Petit Thaï",
  "url": "http://www.monpetitthai.com/",
  "telephone": "+33 3 20 31 54 74",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 50.6287187,
    "longitude": 3.0525338
  },
  "openingHours": "Mo-Su 12:00-14:30, 19:00-22:30",
  "openingHoursSpecification": [
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [],
      "opens": "12:00",
      "closes": "14:30"
    },
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [],
      "opens": "19:00",
      "closes": "22:30"
    }
  ],
  "servesCuisine": [
    "thai"
  ],
  "potentialAction": [
    {
      "@type": "OrderAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "http://ww547.monpetitthai.com/kw-click",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      }
    }
  ]
}
</script>
```

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

```
# Mon Petit Thaï

> restaurant (thai) in Lille. Phone +33 3 20 31 54 74.

## Book or order directly

- Order: http://ww547.monpetitthai.com/kw-click (on the business's own site)

## Opening hours

Mo-Su 12:00-14:30, 19:00-22:30

## About

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

## Already right
- **robots.txt lets AI crawlers in.** There's no robots.txt, which means everything is allowed.
- **Ordering on your own site.** Agents can order without going through a marketplace.

## Where it stands
214 of 269 in Lille. Top 80% 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 | 100% | no |
| Let AI crawlers in (no block at the server or in robots.txt) | 96% | no |
| Structured data with address, phone and hours | 96% | no |
| Have an llms.txt | 74% | no |

Nearest places with a similar menu: Tiparo Thai (A, 366 m, https://directindex.org/r/tiparothai.fr); Aux Filles du Cambodge (D, 396 m, https://directindex.org/r/aux-filles-du-cambodge.fr); Pad Thai (F, 793 m, https://directindex.org/r/pad-thai-lille.com); Vila Thaï (C, 923 m, https://directindex.org/r/vilathai.fr); Le Bistrot Thaï (A, 1168 m, https://directindex.org/r/bistrot-thai.fr); White lotus (C, 1237 m, https://directindex.org/r/whitelotus-france.fr); 54 THAI (D, 1789 m, https://directindex.org/r/54thai.fr); Pitaya (C, 1895 m, https://directindex.org/r/westfield.com); Thai Street Food by Tony (B, 1952 m, https://directindex.org/r/thai-street-food-by-tony.fr); Pico (A, 2294 m, https://directindex.org/r/byclickeat.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.

The assistants were asked 12 everyday questions about Lille and named 63 places. Mon Petit Thaï wasn't one of them. See who was named: https://directindex.org/city/lille/recommended


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

## Businesses like Mon Petit Thaï in Lille

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Lille | 269 | 62% | 48% | 38.5% |

The best of the businesses of the same kind in Lille: Bacio Divino (A 100%, https://directindex.org/r/baciodivino.fr); Brasserie André (A 100%, https://directindex.org/r/brasserieandre.fr); Come Prima (A 100%, https://directindex.org/r/comeprimalille.com); Côté Sushi (A 100%, https://directindex.org/r/cotesushi.com); De Rode Koe (A 100%, https://directindex.org/r/derodekoe.fr).

With the three fixes above (No structured data for the business; The server turns AI crawlers away at the door; No menu or price list found), the score would be about 87.7%. That would be 50th of 269 in Lille, up from 214th.

## The direct record
What agents get for Mon Petit Thaï, as JSON: https://directindex.org/api/direct/monpetitthai.com
- Book: none on record
- Order: http://ww547.monpetitthai.com/kw-click (own site; found by the scan of 2026-10-16, not yet tested)
- Menu: none on record
- Hours: Mo-Su 12:00-14:30, 19:00-22:30 (closed now) (from OpenStreetMap)
- Phone: +33 3 20 31 54 74
- Stable links that count: https://directindex.org/go/monpetitthai.com/order

## 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

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 10 | 25 |
| Readable | 0 | 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/monpetitthai.com
- 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: no (how: https://isitagentready.com/.well-known/agent-skills/ai-rules/SKILL.md)
- 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

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