# Bien Bien: Agent-Direct Score B (81.1%)

Site: https://bienbienfamily.com/
Report: https://directindex.org/r/bienbienfamily.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.)
Bien Bien is mostly ready for agents.
Some AI assistants are turned away by Bien Bien's website. It can read what Bien Bien offers. It finds a way to book or order directly on the site.

## Direct links
- Book directly: https://bienbienfamily.com/reservations/ (on the business's own site)
- Menu: https://bienbienfamily.com/menu/
- Phone: 01%2048 24 14 42
- Address: Rue Bergère 30 bis 75009 Paris

## Nearby, also direct
Places near Bien Bien that take a booking or an order on their own website, with no marketplace in between.
- Makham Thaï (50 m): https://directindex.org/r/makham-thai.com
- Chok Dee Cafe (330 m): https://directindex.org/r/chokdeecafe.com
- Kapunka Vegan (630 m): https://directindex.org/r/kapunka-vegan.fr
- Prik Thaï (690 m): https://directindex.org/r/prik-thai.fr

## What to fix first
- **Structured data is incomplete.** (+6 points) Missing: address, telephone, opening hours. Guide: https://directindex.org/guides/structured-data-restaurant
- **The server turns AI crawlers away at the door.** (+3.3 points) Requests as GPTBot (http_429) 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

## 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 Paris, 34% 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": "Restaurant",
  "name": "Bien Bien",
  "url": "https://bienbienfamily.com/",
  "telephone": "01%2048 24 14 42",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "Rue Bergère 30 bis",
    "postalCode": "75009",
    "addressLocality": "Paris"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 48.8726231,
    "longitude": 2.3440148
  },
  "servesCuisine": [
    "thai"
  ],
  "acceptsReservations": "https://bienbienfamily.com/reservations/",
  "hasMenu": "https://bienbienfamily.com/menu/",
  "potentialAction": [
    {
      "@type": "ReserveAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://bienbienfamily.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.
- **Structured data found (Organization).** no address, phone or hours in it
- **Menu or price list is an HTML page.** Agents can read the items and prices.
- **Booking on your own site.** Agents can book without going through a marketplace.

## Where it stands
1166 of 5992 in Paris. Top 19% 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 | 99% | yes |
| Let AI crawlers in (no block at the server or in robots.txt) | 99% | no |
| Structured data with address, phone and hours | 84% | no |
| Have an llms.txt | 61% | yes |

Nearest places with a similar menu: Makham Thaï (B, 46 m, https://directindex.org/r/makham-thai.com); Funky Bā (F, 225 m, https://directindex.org/r/funkyba.com); John Weng (F, 295 m, https://directindex.org/r/johnweng.fr); Chok Dee Cafe (A, 334 m, https://directindex.org/r/chokdeecafe.com); Thai Samut (C, 530 m, https://directindex.org/r/kinnkhao.com); The Ugly Wok (D, 551 m, https://directindex.org/r/uglywok.com); Thaïsil (C, 615 m, https://directindex.org/r/thaisil.com); Kapunka Vegan (A, 631 m, https://directindex.org/r/kapunka-vegan.fr); Tour De Thaï (F, 690 m, https://directindex.org/r/aboutit.fr); Prik Thaï (B, 691 m, https://directindex.org/r/prik-thai.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 13 everyday questions about Paris and named 98 places. Bien Bien wasn't one of them. See who was named: https://directindex.org/city/paris/recommended


Compared with its peers: Sites built with WordPress 55% (25% A or B, 236087 sites); This site 81.1%.

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

## Businesses like Bien Bien in Paris

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Paris | 5992 | 57% | 39% | 81.1% |
| Sites built with WordPress in Paris | 1701 | 61% | 38% | 81.1% |

The best of the sites built with WordPress in Paris: Ambos (A 100%, https://directindex.org/r/ambos-restaurant.fr); Baca'v (A 100%, https://directindex.org/r/bacav.paris); Khajuraho (A 100%, https://directindex.org/r/le-khajuraho.com); L'Almanach Montmartre (A 100%, https://directindex.org/r/almanach-montmartre.fr); Le Delmas (A 100%, https://directindex.org/r/cafedelmas.com).

With the two fixes above (Structured data is incomplete; The server turns AI crawlers away at the door), the score would be about 95.4%. That would be 201st of 5,992 in Paris, up from 1166th.

## The direct record
What agents get for Bien Bien, as JSON: https://directindex.org/api/direct/bienbienfamily.com
- Book: https://bienbienfamily.com/reservations/ (own site; found by the scan of 2026-10-21, not yet tested)
- Order: none on record
- Menu: https://bienbienfamily.com/menu/ (html_page; from the scan)
- Hours: none on record
- Phone: 01%2048 24 14 42
- Stable links that count: https://directindex.org/go/bienbienfamily.com/book, https://directindex.org/go/bienbienfamily.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

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 21.7 | 25 |
| Readable | 16 | 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/bienbienfamily.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/bienbienfamily.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/bienbienfamily.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=bienbienfamily.com&force=1