# Madeleine café: Agent-Direct Score C (61.5%) Site: https://www.madeleine-cafe.fr Report: https://directindex.org/r/madeleine-cafe.fr 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.) Madeleine café is partly visible to agents. An AI assistant can open Madeleine café's website. It can read what Madeleine café offers. It finds a way to book or order directly, through Zenchef. ## Direct links - Book directly: https://bookings.zenchef.com/results?rid=357713 (through zenchef acting for the business) - Menu: https://www.madeleine-cafe.fr/carte ## 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. - **No structured data for the business.** (+15 points) Add schema.org JSON-LD for the business (CafeOrCoffeeShop, BarOrPub or the closest type, with name, address, telephone and openingHoursSpecification, plus servesCuisine). Every assistant reads this block first, and the fix kit below has it filled in. Guide: https://directindex.org/guides/structured-data-restaurant - **Almost no text without JavaScript.** (+2 points) Crawlers that don't run scripts see an empty page. Put the menu, hours and address in plain HTML. Guide: https://directindex.org/guides/website-blank-without-javascript - **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. Guide: https://directindex.org/guides/llms-txt-for-a-business ## 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 ``` llms.txt. Save as /llms.txt at the root of the site. ``` # Madeleine café > cafe or coffee shop (coffee shop) in Nantes cafes and bars. ## Book or order directly - Book: https://bookings.zenchef.com/results?rid=357713 (through zenchef acting for the business) - Menu: https://www.madeleine-cafe.fr/carte ## Opening hours Tu-Th 08:30-17:30, Mo, Fr 08:30-18:00, Sa-Su 09:30-18:00 ## About - Website: https://www.madeleine-cafe.fr - This file follows llms.txt (https://llmstxt.org): a short plain-text description for language models. ``` ## Already right - **robots.txt lets AI crawlers in.** There's no robots.txt, which means everything is allowed. - **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all got a normal response. - **Menu or price list is an HTML page.** Agents can read the items and prices. - **Booking through zenchef on your own domain.** There's no marketplace commission, and the customer stays yours. - **Zenchef works with agents through its partners.** Zenchef's website terms (19 February 2024) forbid robots, scripts or automated systems that extract content and forbid crawling or scraping; agents book only through partner integrations a restaurant enables. Terms read on 2026-10-15: https://www.zenchef.com/terms-conditions. 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. ## Where it stands 56 of 125 in Nantes cafes and bars. Top 45% 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 | 92% | yes | | Publish the menu or price list as HTML | 85% | yes | | Let AI crawlers in (no block at the server or in robots.txt) | 92% | yes | | Structured data with address, phone and hours | 23% | no | | Have an llms.txt | 23% | no | Nearest places with a similar menu: Club Colette (F, 285 m, https://directindex.org/r/simoneandco.fr); Pixels Coffee (C, 347 m, https://directindex.org/r/pixelscoffee.fr); Virginie's café (C, 381 m, https://directindex.org/r/virginies.net); Starbucks (C, 431 m, https://directindex.org/r/starbucks.fr); Lili Big Café (B, 460 m, https://directindex.org/r/lili-big-cafe.com); Boëma Café (C, 470 m, https://directindex.org/r/boemacafe.fr); Le Café de la Cité (A, 537 m, https://directindex.org/r/cafedelacite.fr); Café Okami (C, 576 m, https://directindex.org/r/cafe-okami.fr); Columbus Café & Co (B, 614 m, https://directindex.org/r/columbuscafe.com); Café Joyeux (C, 646 m, https://directindex.org/r/cafejoyeux.com). ## 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. Compared with its peers: Sites built with Webflow 58% (26% A or B, 3358 sites); Sites using Zenchef 74% (59% A or B, 1272 sites); This site 61.5%. See what an AI agent reads on this site: https://directindex.org/r/madeleine-cafe.fr/agent-view ## Businesses like Madeleine café in Nantes cafes and bars | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in Nantes cafes and bars | 125 | 56% | 24% | 61.5% | | Sites built with Webflow in Nantes cafes and bars | 6 | 56% | 0% | 61.5% | | Sites using Zenchef in Nantes cafes and bars | 6 | 65% | 17% | 61.5% | | Sites built with Webflow and using Zenchef in Nantes cafes and bars | 1 | 62% | 0% | 61.5% | The best of the sites using Zenchef in Nantes cafes and bars: Goguette (B 72.3%, https://directindex.org/r/goguette-nantes.fr); Manoir de Procé (C 69.2%, https://directindex.org/r/manoirdeproce.fr); Sain (C 67.7%, https://directindex.org/r/sain-nantes.com); Chez Maurice (C 66.2%, https://directindex.org/r/chez-maurice-44.fr); Café Sur Cour (C 55.4%, https://directindex.org/r/cafesurcour.com). With the two fixes above (No structured data for the business; Almost no text without JavaScript), the score would be about 87.7%. That would be 3rd of 125 in Nantes cafes and bars, up from 56th. ## The direct record What agents get for Madeleine café, as JSON: https://directindex.org/api/direct/madeleine-cafe.fr - Book: https://bookings.zenchef.com/results?rid=357713 (vendor on own site: Zenchef; found by the scan of 2026-10-16, not yet tested) - Order: none on record - Menu: https://www.madeleine-cafe.fr/carte (html_page; from the scan) - Hours: Tu-Th 08:30-17:30, Mo, Fr 08:30-18:00, Sa-Su 09:30-18:00 (from OpenStreetMap) - Phone: none on record - Stable links that count: https://directindex.org/go/madeleine-cafe.fr/book, https://directindex.org/go/madeleine-cafe.fr/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, Zenchef: Through partners. Zenchef's website terms (19 February 2024) forbid robots, scripts or automated systems that extract content and forbid crawling or scraping; agents book only through partner integrations a restaurant enables. Read 2026-10-15: https://www.zenchef.com/terms-conditions ## Score breakdown | Component | Points | Available | |---|---|---| | Reachable | 23 | 25 | | Readable | 7 | 25 | | Actionable | 10 | 15 (the action test: pending) | | Cited | 0 | 0 (the assistant citation check: pending) | ## Agent readiness (Cloudflare) Level 0 of 5, Not Ready. Cloudflare's report: https://isitagentready.com/madeleine-cafe.fr - 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: no (how: https://isitagentready.com/.well-known/agent-skills/ai-rules/SKILL.md) - 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: no (how: https://isitagentready.com/.well-known/agent-skills/llms-txt/SKILL.md) - 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: no Keep watching this business (https://directindex.org/r/madeleine-cafe.fr/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/madeleine-cafe.fr/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=madeleine-cafe.fr&force=1