misterbeef.fr is hard for agents to use.
An AI assistant can open the website of Mr. Beef. It can read what Mr. Beef offers. It finds no link to book or order online.
Listed by OpenStreetMap.
Menu: www.misterbeef.fr/carte
See what an AI agent reads on this site →
32 of 65 points available
agent-readiness level, Basic Web Presence
things to fix
Provisional: the action test and the assistant citation check still to come; the hatched part of the bar is not measured yet.
Since the scan of 2026-10-14 (F then): fixed The site could not be read at all. new No structured data for the business; No booking or ordering path at all; No llms.txt.
Each assistant is asked three questions about this business: the official website, where to book, where to order. The cell says where the answer sent people.
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.
Top 72% of the sites scanned in this index. Just above: Mistinguett D, Mizumi D. Just below: Muku D, My Noodles D.
| What the top tenth of the index does | Top 10% | This site |
|---|---|---|
| Take bookings or orders on their own domain | 100% | no |
| Publish the menu or price list as HTML | 99% | yes |
| Let AI crawlers in (no edge block, no robots.txt block) | 100% | yes |
| Structured data with address, phone and hours | 90% | no |
| Have an llms.txt | 66% | no |
The top tenth is the 270 best-scoring reachable sites of the index at the last refresh.
| Average score | A or B | This site | |
|---|---|---|---|
| Sites built with Wix 3,255 sites | 58% | 35% | 49.2% |
| Place | Distance | Grade | Direct booking or ordering |
|---|---|---|---|
| Ye's Bistrot french, asian | 63 m | B | yes |
| Pomme de Pain sandwich | 84 m | D | no |
| S Sushi japanese | 234 m | B | yes |
| Les Burgers de Papa burger | 303 m | D | no |
| Woodiz Factory pizza | 308 m | F | no |
| Adèle & Camille french | 315 m | A | yes |
| Italia Caffé italian, pizza | 316 m | C | yes |
| Crêperie Belle-Isle crepe | 319 m | B | yes |
| Le Ténéré | 460 m | B | no |
| Le QG 961 lebanese | 475 m | A | yes |
| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Paris | 2,696 | 59% | 41% | 49.2% |
| Sites built with Wix in Paris | 149 | 56% | 33% | 49.2% |
Caminito A 95.4% · Junglii A 95.4% · Ke Chuan A 95.4% · Cantinetta Ventura A 90.8% · La Maison du Jardin A 90.8%
With the two fixes above (No structured data for the business; No booking or ordering link on the website) the score would be about 95.4%: 63rd of 2,696 in Paris, up from 1932nd.
Peers are the businesses of the same index with a reachable site, latest scan of each; the rank uses the index's current ranking.
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. How to fix it
Agents find no link to follow on the site. If you take bookings or orders through a platform, link to it from the site so an agent can find it. Add a booking or ordering page on your own domain. How to fix it
Optional today, cheap to add: a short text file describing the business for language models. How to fix it
No one is listed yet to fix this in Paris. List your agency or yourself: free, reviewed by hand.
Builder: wix · Front: cloudflare · menu page /carte: answered 429
Filled from the business's own record and this scan. Check every line before it goes live; where it goes on wix is in the guides.
Where to paste it on Wix: Settings, then Custom Code under Development & integrations, then Add Custom Code; choose All pages and Head. The site must be published with a connected domain. the official help page.
One block in the page's head, or in the builder's custom-code slot. Replace anything that is wrong. Guide.
<script type="application/ld+json">
{
"@context": "https://schema.org",
"@type": "Restaurant",
"name": "Mr. Beef",
"url": "https://www.misterbeef.fr/",
"telephone": "+33 1 86 67 43 14",
"address": {
"@type": "PostalAddress",
"streetAddress": "Boulevard de la République 85 bis"
},
"geo": {
"@type": "GeoCoordinates",
"latitude": 48.8332242,
"longitude": 2.2449309
},
"openingHours": "Mo-Th,Sa,Su 11:30-00:00; Fr 15:30-00:00",
"openingHoursSpecification": [
{
"@type": "OpeningHoursSpecification",
"dayOfWeek": [
"Monday",
"Tuesday",
"Wednesday",
"Thursday",
"Saturday",
"Sunday"
],
"opens": "11:30",
"closes": "00:00"
},
{
"@type": "OpeningHoursSpecification",
"dayOfWeek": [
"Friday"
],
"opens": "15:30",
"closes": "00:00"
}
],
"servesCuisine": [
"beef"
],
"hasMenu": "https://www.misterbeef.fr/carte"
}
</script>
Save as /llms.txt at the root of the site. Guide.
# Mr. Beef > restaurant (beef) in Boulevard de la République 85 bis, Paris. Phone +33 1 86 67 43 14. ## Book or order directly - Menu: https://www.misterbeef.fr/carte ## Opening hours Mo-Th,Sa,Su 11:30-00:00; Fr 15:30-00:00 ## About - Website: https://www.misterbeef.fr/ - This file follows llms.txt (https://llmstxt.org): a short plain-text description for language models.
Fixed something, or think a check is wrong? Rescans are free. Claiming takes one email to confirm; after that the three assistants are asked about the business right away, the site is rescanned weekly, and you get a message only when the score changes.
Rescan now · Markdown · Dispute a check
Keep watching this business: the assistants asked again every month, with what changed; 2 EUR a month or 19 EUR a year. Deep report: ten questions to each assistant and the places nearby; 5 EUR once. Reading and scanning stay free; these few euros pay for the questions sent to the assistants and for the servers.
The direct record an agent is served for this business, the rails it could transact through, and the agent standards the site publishes.
The links an assistant is sent when it books, orders or reads the menu for this business, where each leads, and when a browser last checked it. The same record is served as JSON at /api/direct/misterbeef.fr, through the MCP tool direct_record and in the city feed /city/paris/direct.json.
| Path | Link | Status |
|---|---|---|
| Book | none on record | |
| Order | none on record | |
| Menu | www.misterbeef.fr/carte html_page | from the scan |
| Hours | Mo-Th,Sa,Su 11:30-00:00; Fr 15:30-00:00 (closed now) | from OpenStreetMap |
| Phone | +33 1 86 67 43 14 |
Stable links that count: /go/misterbeef.fr/menu answer 302 to the links above; the count is the line "followed N direct links" on this page.
Owners: claim the business below to correct this record; the claim email carries the link.
Measured, not scored: the Agent-Direct Score stays at specification v1.0. This says which rails an agent could transact through today, and what the booking or ordering vendor's terms allow.
| 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 |
The standards an agent looks for before it reads a page, on the same criteria as Cloudflare's Agent Readiness scan. Not part of the score; each missing item links to a how-to. Cloudflare's report.
| Link headers on the homepage | no how |
| sitemap.xml | yes |
| AI bot rules in robots.txt | yes |
| Content Signals in robots.txt | no how |
| Markdown on Accept: text/markdown | no how |
| llms.txt | no how |
| API catalog (RFC 9727) | no how |
| MCP server card | no how |
| A2A agent card | no how |
| Agent Skills index | no how |
| OAuth or OIDC discovery | no how |
| OAuth protected resource metadata | no how |
| auth.md | no how |
| Web Bot Auth key directory | no how |
| ARD capability manifest | no how |
| DNS-AID records | no how |
| WebMCP tools on the page | no how |
| JSON-LD for the business | no |