Café Fleurus
cafefleurus.com is mostly ready for agents.
Listed by Overture Maps.
Ways to reach Café Fleurus directly, with no marketplace in between. Checked 2026-10-21. Report a mistake
39 Av. Kléber, 75116, Paris · +33171249271
Its menu mentions: allergens, a children's menu
Places near Café Fleurus that take a booking or an order on their own website, with no marketplace in between.
- Bristro Blandine70 m · french
- Restaurant L'Aéro-Club de France160 m · french
- Ducasse Baccarat190 m · french
- L'Oiseau Blanc260 m · french
The website's grade
An AI assistant can open Café Fleurus's website. It can read what Café Fleurus offers. To book or order, it is sent to TheFork, a marketplace.
50 of 65 points available
agent-readiness level, Basic Web Presence
things to fix
Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.
What the site tells visitors Measured, not scored
These don't change the grade.
Visitors from abroad, and assistants answering in English, read the page as it is. In Paris, 32% of comparable sites declare one.
Every city compared →What assistants answer
Each assistant gets three questions about this business: the official website, where to book and where to order. Each cell shows where the answer sent people.
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. Café Fleurus wasn't one of them. See who was named →
How Café Fleurus compares
1,301 of 6,273 in Paris
Top 21% of the sites scanned in this index. Just above: Breakfast in America "Marais" B, Burger de Chez Naëlle B. Just below: Calife B, Caviar Kaspia B.
| What the top 10% 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 block at the server or in robots.txt) | 99% | yes |
| Structured data with address, phone and hours | 84% | yes |
| Have an llms.txt | 62% | no |
The top 10% are the 637 highest-scoring reachable sites in the index at the last update.
Compared with its peers
| Average score | A or B | This site | |
|---|---|---|---|
| Sites built with WordPress 145,483 sites | 57% | 28% | 76.9% |
| Sites using TheFork 1,171 sites | 60% | 25% | 76.9% |
Nearest places with a similar menu
| Place | Distance | Grade | Direct booking or ordering |
|---|---|---|---|
| le Copernic french | 38 m | C | no |
| Bristro Blandine french | 67 m | B | yes |
| Cristal Room Baccarat french | 132 m | F | no |
| Restaurant L'Aéro-Club de France french | 159 m | C | yes |
| Brasserie Hector french | 163 m | C | no |
| Ducasse Baccarat french | 192 m | B | yes |
| L'Oiseau Blanc french | 261 m | F | yes |
| LE 8 CLOS Thai french | 263 m | C | no |
| Restaurant Alan Geaam french | 303 m | D | no |
| Lordy's Paris Club french | 309 m | D | no |
Businesses like Café Fleurus in Paris
| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Paris | 6,273 | 57% | 38% | 76.9% |
| Sites built with WordPress in Paris | 1,779 | 61% | 35% | 76.9% |
| Sites using TheFork in Paris | 154 | 61% | 29% | 76.9% |
| Sites built with WordPress and using TheFork in Paris | 68 | 61% | 25% | 76.9% |
The best of the sites built with WordPress and using TheFork in Paris
Le Delmas B 81.5% · Nakatani B 81.5% · Ostra Paris B 81.5% · Le Poulbot B 80% · Figuig B 78.5%
After the top fixes
With the fix above (Booking only through thefork), the score would be about 95.4%. That would be 174th of 6,273 in Paris, up from 1301st.
Peers are the businesses in the same index that have a reachable site, using the latest scan of each. The rank comes from the index's current ranking.
What to fix first
- Booking only through thefork +12 points
Every transaction an agent makes goes through the marketplace, which takes its commission. Add a direct way on your own site. Even a simple form will do. How to fix it About this vendor
- 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. How to fix it
Send the fixes to your web person
No one is listed yet to fix this in Paris. List your agency or yourself. It's free, and every listing is reviewed by hand.
Already right
- robots.txt lets AI crawlers in No rule blocks the main AI user agents.
- AI crawlers get the page GPTBot, ClaudeBot and PerplexityBot all got a normal response.
- Structured data found (Restaurant) address, phone, opening hours
- Menu or price list is an HTML page Agents can read the items and prices.
- 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. Terms read on 2026-10-15: https://itbrief.co.uk/story/thefork-integrates-openai-s-operator-for-uk-bookings. An assistant that isn't a partner may not be able to finish there. A direct path on your own domain works for all of them.
Builder: wordpress · Front: cloudflare · contact page /contact/: nothing new; menu page /menu/: nothing new
What to paste
Filled in from the business's own record and this scan. Check every line before it goes live. The guides show where it goes on wordpress.
Where to paste it on WordPress: a plugin that adds code to every page's header, such as WPCode (Insert Headers and Footers), in its Header box. the official help page.
Show the code to paste
llms.txt
Save as /llms.txt at the root of the site. Guide.
# Café Fleurus > restaurant (french) in 39 Av. Kléber, 75116, Paris, Paris. Phone +33171249271. ## Book or order directly - Menu: https://cafefleurus.com/menu/ ## About - Website: https://cafefleurus.com/ - This file follows llms.txt (https://llmstxt.org): a short plain-text description for language models.
Own this business?
If you fixed something or think a check is wrong, rescan. Rescans are free. Claiming takes one email to confirm. After that, the three assistants are asked about the business right away and the site is rescanned every week. You get a message only when the score changes.
Rescan now · Markdown · Dispute a check
Keep watching this business: the assistants are asked again every month, and you see what changed. 2 EUR a month or 19 EUR a year. Deep report: ten questions to each assistant, plus the places nearby. 5 EUR, paid once. Reading and scanning stay free. These few euros pay for the questions sent to the assistants and for the servers.
Show the score
Owners who score well put the badge on their site. It links back here and updates with every scan.
<a href="https://directindex.org/r/cafefleurus.com"><img src="https://directindex.org/badge/cafefleurus.com.svg" alt="Agent-Direct Score B" width="236" height="40"></a>
What agents get, and what the site publishes
The direct record agents get for this business, the rails an agent could transact through, and the agent standards the site publishes.
Show the details
What agents get for Café Fleurus
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/cafefleurus.com, 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 | cafefleurus.com/menu/ html_page | from the scan |
| Hours | none on record | |
| Phone | +33171249271 |
Stable links that count: /go/cafefleurus.com/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.
Can an agent transact?
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 |
| Vendor terms for agents TheFork, read 2026-10-15 | 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. Source. About TheFork · all vendors.
Level 1 of 5, Basic Web Presence
These are the standards an agent looks for before it reads a page, checked the same way as Cloudflare's Agent Readiness scan. They don't count toward 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 | yes |
| OAuth protected resource metadata | yes |
| 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 | yes |