# Madame Restaurant: Agent-Direct Score F (29.2%)

Site: http://www.madame-bistrot.com/
Report: https://directindex.org/r/madame-bistrot.com
Scanned: 2026-10-15 (Provisional: the action test and the assistant citation check still to come; the hatched part of the bar is not measured yet.)
Madame Restaurant is largely invisible to agents.
AI assistants cannot open the website of Madame Restaurant, so they rely on what other sites say about it.

## Direct links
- Menu: https://www.madame-bistrot.com/_files/ugd/45aeb5_995f53889b0e48b695ade0083d1a6f24.pdf
- Phone: +351 218 204 507

## What to fix first
- **The site turns every visitor without a browser away, AI agents included.** (+25 points) A plain fetch was refused (cloudflare_challenge); only a real browser got the page. Every AI crawler and agent is turned away the same way, so Reachable scores 0 and the rest is measured on the rendered page. Ask the host to let the AI user agents through. Guide: https://directindex.org/guides/blocking-ai-crawlers-without-knowing
- **Booking only through thefork.** (+12 points) Every agent transaction goes through the marketplace and its commission. Add a direct path on your own site, even a simple form. Guide: https://directindex.org/guides/book-direct-on-your-own-website
- **Ordering only through ubereats.** (+12 points) Every agent transaction goes through the marketplace and its commission. Add a direct path on your own site, even a simple form. Guide: https://directindex.org/guides/online-ordering-without-delivery-apps
- **Structured data is incomplete.** (+3 points) Missing: opening hours. Guide: https://directindex.org/guides/structured-data-restaurant
- **Menu or price list is a PDF.** (+3 points) Most agents skip PDFs or read them badly. Publish it as HTML, keep the PDF as a download. Guide: https://directindex.org/guides/menu-pdf-ai

## 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": "Madame Restaurant",
  "url": "http://www.madame-bistrot.com/",
  "telephone": "+351 218 204 507",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "Rua Braamcamp 68",
    "postalCode": "1250-048",
    "addressLocality": "Lisboa"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 38.7222354,
    "longitude": -9.1520997
  },
  "servesCuisine": [
    "pizza"
  ],
  "hasMenu": "https://www.madame-bistrot.com/_files/ugd/45aeb5_995f53889b0e48b695ade0083d1a6f24.pdf"
}
</script>
```

## Already right
- **robots.txt lets AI crawlers in.** There is no robots.txt, which allows everything.
- **Structured data present (LocalBusiness).** address, phone
- **TheFork works with agents through its partners.** TheFork's terms page could not be fetched on 2026-10-15; TheFork integrated OpenAI's Operator agent for UK bookings in February 2025 and is a named Google AI Mode booking partner. Read 2026-10-15: https://itbrief.co.uk/story/thefork-integrates-openai-s-operator-for-uk-bookings. An assistant that is not a partner may not finish the step there; a direct path on your own domain works for all of them.

## Where it stands
901 of 1089 in Lisbon. Top 83% 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 | 99% | no |
| Publish the menu or price list as HTML | 89% | no |
| Let AI crawlers in (no edge block, no robots.txt block) | 92% | no |
| Structured data with address, phone and hours | 45% | no |
| Have an llms.txt | 35% | no |

Nearest places with a similar menu: In Bocca Al Lupo (D, 811 m, https://directindex.org/r/inboccaallupo.pt); Pizza a Pezzi (D, 837 m, https://directindex.org/r/restaurantecasanostra.com); Don Formozzini Picoas (F, 970 m, https://directindex.org/r/donformozzini.pt); Pizza Hut (B, 1026 m, https://directindex.org/r/pizzahut.pt); M'Arrecreo Pizzeria (A, 1161 m, https://directindex.org/r/marrecreo.com); Hunger Station (B, 1235 m, https://directindex.org/r/hungerstation.pt); il Mulino (B, 1248 m, https://directindex.org/r/ilmulinolisboa.com); MADPIZZA Saldanha (B, 1364 m, https://directindex.org/r/madpizza.pt); Pizzeria Jamie Oliver (B, 1448 m, https://directindex.org/r/jamieoliverspizzeria.com); Maritaca (F, 1448 m, https://directindex.org/r/maritaca.pt).

## 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.

Against its peers: Sites built with Wix 58% (35% A or B, 3255 sites); Sites using TheFork 60% (23% A or B, 574 sites); Sites using Uber Eats 63% (34% A or B, 661 sites); This site 29.2%.

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

## Businesses like Madame Restaurant in Lisbon

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Lisbon | 1089 | 51% | 27% | 29.2% |
| Sites built with Wix in Lisbon | 66 | 60% | 38% | 29.2% |
| Sites using TheFork in Lisbon | 74 | 58% | 19% | 29.2% |
| Sites built with Wix and using TheFork in Lisbon | 9 | 58% | 33% | 29.2% |

The best of the sites built with Wix and using TheFork in Lisbon: Kong - Food Made With Compassion (B 76.9%, https://directindex.org/r/kongvegan.com); Taberna da Baixa (B 76.9%, https://directindex.org/r/tabernadabaixa.pt); Focacceria BM - Bread Maniacs (B 73.8%, https://directindex.org/r/focacceriabm.pt); Tutto Passa Rooftop (C 63.1%, https://directindex.org/r/tuttopassa.pt); Harmonia (C 55.4%, https://directindex.org/r/restauranteharmonia.pt).

With the three fixes above (The site turns every visitor without a browser away, AI agents included; Booking only through thefork; Ordering only through ubereats) the score would be about 100%: first of 1,089 in Lisbon.

## The direct record
What agents get for Madame Restaurant, as JSON: https://directindex.org/api/direct/madame-bistrot.com
- Book: none on record
- Order: none on record
- Menu: https://www.madame-bistrot.com/_files/ugd/45aeb5_995f53889b0e48b695ade0083d1a6f24.pdf (pdf; from the scan)
- Hours: none on record
- Phone: +351 218 204 507
- Stable links that count: https://directindex.org/go/madame-bistrot.com/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): 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
- Vendor terms for agents, TheFork: Through partners. TheFork's terms page could not be fetched on 2026-10-15; TheFork integrated OpenAI's Operator agent for UK bookings in February 2025 and is a named Google AI Mode booking partner. Read 2026-10-15: https://itbrief.co.uk/story/thefork-integrates-openai-s-operator-for-uk-bookings

Only a real browser got this page (a plain fetch got cloudflare_challenge); Readable and Actionable were measured on the rendered page.

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 0 | 25 |
| Readable | 16 | 25 |
| Actionable | 3 | 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: yes

Keep watching this business (https://directindex.org/r/madame-bistrot.com/plan): the assistants asked again every month, with what changed; 2 EUR a month or 19 EUR a year.
Deep report: https://directindex.org/r/madame-bistrot.com/deep. Ten questions the way people ask, each assistant's full answer, the eight nearest similar places, the fix plan and a PDF: 5 EUR, one-off. 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=madame-bistrot.com&force=1