# Le Bibent: Agent-Direct Score B (78.8%) Site: http://www.lebibent.com/ Report: https://directindex.org/r/bibent.fr Scanned: 2026-10-21 (Provisional, with the assistant citation check still to come. The hatched part of the bar isn't measured yet.) Le Bibent is mostly ready for agents. An AI assistant can open Le Bibent's website. It can read what Le Bibent offers. It finds a way to book or order directly on the site. ## Direct links - Book directly: https://bibent.fr/salons-prives#reservations (on the business's own site) - Menu: https://bibent.fr/la-carte-du-bibent-capitole/ - Phone: +33762714207 - Address: 5 Pl. du Capitole, 31000, Toulouse - Languages: English, Spanish, French ## Nearby, also direct Places near Le Bibent that take a booking or an order on their own website, with no marketplace in between. - Grand Café de l'Opéra (70 m): https://directindex.org/r/brasserieopera.com - Les Petits Plats de Clemence (130 m): https://directindex.org/r/lespetitsplatsdeclemence.com - Le Comptoir de Mathilde (160 m): https://directindex.org/r/lecomptoirdemathilde.com - Les Relais du Capitole (180 m): https://directindex.org/r/lesrelaisducapitole.com ## What to fix first - **Structured data is incomplete.** (+6 points) Missing: address, telephone, opening hours. Guide: https://directindex.org/guides/structured-data-restaurant - **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. ``` # Le Bibent > organization (french) in 5 Pl. du Capitole, 31000, Toulouse, Toulouse. Phone +33762714207. ## Book or order directly - Book: https://bibent.fr/salons-prives#reservations (on the business's own site) - Menu: https://bibent.fr/la-carte-du-bibent-capitole/ ## About - Website: http://www.lebibent.com/ - This file follows llms.txt (https://llmstxt.org): a short plain-text description for language models. ``` ## 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 (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 124 of 734 in Toulouse. Top 17% 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 | 97% | yes | | Publish the menu or price list as HTML | 95% | yes | | Let AI crawlers in (no block at the server or in robots.txt) | 95% | yes | | Structured data with address, phone and hours | 59% | no | | Have an llms.txt | 34% | no | Nearest places with a similar menu: Madame Raclette (F, 47 m, https://directindex.org/r/madame-raclette.fr); L'Atrium Restaurant (C, 56 m, https://directindex.org/r/restaurantatrium.fr); Les Illustres (D, 56 m, https://directindex.org/r/les-illustres.fr); Grand Café de l'Opéra (D, 68 m, https://directindex.org/r/brasserieopera.com); La Côte de Boeuf (C, 106 m, https://directindex.org/r/lacotedeboeuftoulouse.fr); Les Petits Plats de Clemence (B, 127 m, https://directindex.org/r/lespetitsplatsdeclemence.com); Au Gascon (D, 148 m, https://directindex.org/r/restaurant-augascon-toulouse.fr); Les Caves de la Maréchale (B, 152 m, https://directindex.org/r/lescavesdelamarechale.com); Le Comptoir de Mathilde (B, 160 m, https://directindex.org/r/lecomptoirdemathilde.com); Les Relais du Capitole (B, 176 m, https://directindex.org/r/lesrelaisducapitole.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. Recommended when people ask: "I want to book a table for two tonight somewhere romantic." (ChatGPT); "Birthday dinner for eight on Friday. I want to book online." (Gemini); "I'm coeliac. A restaurant with real gluten-free options for dinner, book it." (Claude); "Lunch on a terrace in the sun tomorrow. Where can I reserve?" (Claude, Gemini); "Good breakfast near the centre tomorrow from 8. Can I book?" (Gemini); "Somewhere good that's actually open on Monday evening, book a table." (ChatGPT, Claude, Gemini) Compared with its peers: Sites built with WordPress 57% (28% A or B, 145483 sites); This site 78.8%. See what an AI agent reads on this site: https://directindex.org/r/bibent.fr/agent-view ## Named by ChatGPT, Claude and Gemini for 6 questions, including "I want to book a table for two tonight somewhere romantic" in Toulouse, October 2026 - "I want to book a table for two tonight somewhere romantic." (2026-10-18): ChatGPT with a link to this site. https://directindex.org/city/toulouse/recommended/romantic - "Birthday dinner for eight on Friday. I want to book online." (2026-10-18): Gemini with a link to this site. https://directindex.org/city/toulouse/recommended/birthday-8 - "I'm coeliac. A restaurant with real gluten-free options for dinner, book it." (2026-10-18): Claude by name, without a link. https://directindex.org/city/toulouse/recommended/gluten-free - "Lunch on a terrace in the sun tomorrow. Where can I reserve?" (2026-10-18): Claude with a link to this site; Gemini with a link to this site. https://directindex.org/city/toulouse/recommended/terrace - "Good breakfast near the centre tomorrow from 8. Can I book?" (2026-10-18): Gemini with a link to this site. https://directindex.org/city/toulouse/recommended/breakfast - "Somewhere good that's actually open on Monday evening, book a table." (2026-10-18): ChatGPT with a link to this site; Claude with a link to this site; Gemini with a link to this site. https://directindex.org/city/toulouse/recommended/open-monday Named by 3 of 3 assistants asked. Badge: https://directindex.org/badge/named/bibent.fr.svg ## Businesses like Le Bibent in Toulouse | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in Toulouse | 734 | 56% | 33% | 78.8% | | Sites built with WordPress in Toulouse | 282 | 63% | 40% | 78.8% | The best of the sites built with WordPress in Toulouse: Une Table à Deux (A 100%, https://directindex.org/r/unetableadeux.fr); Les Jardins de l'Olympe (A 96.3%, https://directindex.org/r/lesjardinsdelolympe.com); Sporting Eat (A 95%, https://directindex.org/r/sporting-eat.fr); Gueuleton (A 92.3%, https://directindex.org/r/gueuleton.fr); Flunch (A 90.8%, https://directindex.org/r/flunch.fr). With the fix above (Structured data is incomplete), the score would be about 86.3%. That would be 50th of 734 in Toulouse, up from 124th. ## The direct record What agents get for Le Bibent, as JSON: https://directindex.org/api/direct/bibent.fr - Book: https://bibent.fr/salons-prives#reservations (own site; could not verify: partial (2026-10-22)) - Order: none on record - Menu: https://bibent.fr/la-carte-du-bibent-capitole/ (html_page; from the scan) - Hours: none on record - Phone: +33762714207 - Stable links that count: https://directindex.org/go/bibent.fr/book, https://directindex.org/go/bibent.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 ## Score breakdown | Component | Points | Available | |---|---|---| | Reachable | 25 | 25 | | Readable | 16 | 25 | | Actionable | 22 | 30 | | Cited | 0 | 0 (the assistant citation check: pending) | ## Agent readiness (Cloudflare) Level 1 of 5, Basic Web Presence. Cloudflare's report: https://isitagentready.com/bibent.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: 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: 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: yes Keep watching this business (https://directindex.org/r/bibent.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/bibent.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=bibent.fr&force=1