# Pad Thai: Agent-Direct Score F (23.1%)

Site: https://www.pad-thai-lille.com/
Report: https://directindex.org/r/pad-thai-lille.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.)
Pad Thai is largely invisible to agents.
AI assistants can't open Pad Thai's website, so they go by what other sites say about it.

## Direct links
- Book directly: https://www.pad-thai-lille.com/bundles/reserve-js?v=8ZkoZ3svUa1mm3fUna_DT0LFrjbAHZVOgr4xzLxrZZ81 (on the business's own site)
- Phone: +33 3 20 55 69 35

## What to fix first

## 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.

- **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 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
- **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

## 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": "FastFoodRestaurant",
  "name": "Pad Thai",
  "url": "https://www.pad-thai-lille.com/",
  "telephone": "+33 3 20 55 69 35",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 50.633149,
    "longitude": 3.0613476
  },
  "servesCuisine": [
    "thai"
  ],
  "acceptsReservations": "https://www.pad-thai-lille.com/bundles/reserve-js?v=8ZkoZ3svUa1mm3fUna_DT0LFrjbAHZVOgr4xzLxrZZ81",
  "potentialAction": [
    {
      "@type": "ReserveAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://www.pad-thai-lille.com/bundles/reserve-js?v=8ZkoZ3svUa1mm3fUna_DT0LFrjbAHZVOgr4xzLxrZZ81",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      },
      "result": {
        "@type": "Reservation",
        "name": "Reservation"
      }
    }
  ]
}
</script>
```

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

## Where it stands
244 of 269 in Lille. Top 91% 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: Vila Thaï (C, 391 m, https://directindex.org/r/vilathai.fr); Aux Filles du Cambodge (D, 468 m, https://directindex.org/r/aux-filles-du-cambodge.fr); White lotus (C, 539 m, https://directindex.org/r/whitelotus-france.fr); Le Bistrot Thaï (A, 599 m, https://directindex.org/r/bistrot-thai.fr); Mon Petit Thaï (F, 793 m, https://directindex.org/r/monpetitthai.com); Pitaya (C, 1109 m, https://directindex.org/r/westfield.com); Tiparo Thai (A, 1158 m, https://directindex.org/r/tiparothai.fr); 54 THAI (D, 1276 m, https://directindex.org/r/54thai.fr); Pico (A, 1507 m, https://directindex.org/r/byclickeat.fr); Thai Street Food by Tony (B, 1627 m, https://directindex.org/r/thai-street-food-by-tony.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. Pad Thai 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/pad-thai-lille.com/agent-view

## Businesses like Pad Thai in Lille

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Lille | 269 | 62% | 48% | 23.1% |

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 (The site turns away every visitor that isn't a browser, AI agents included; No structured data for the business; No menu or price list found), the score would be about 95.4%. That would be 14th of 269 in Lille, up from 244th.

## The direct record
What agents get for Pad Thai, as JSON: https://directindex.org/api/direct/pad-thai-lille.com
- Book: https://www.pad-thai-lille.com/bundles/reserve-js?v=8ZkoZ3svUa1mm3fUna_DT0LFrjbAHZVOgr4xzLxrZZ81 (own site; found by the scan of 2026-10-16, not yet tested)
- Order: none on record
- Menu: none on record
- Hours: none on record
- Phone: +33 3 20 55 69 35
- Stable links that count: https://directindex.org/go/pad-thai-lille.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): 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

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 | 0 | 25 |
| Actionable | 15 | 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: no

Keep watching this business (https://directindex.org/r/pad-thai-lille.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/pad-thai-lille.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=pad-thai-lille.com&force=1