# Latitude 20: Agent-Direct Score F (38.9%) Site: http://www.latitude20.fr Report: https://directindex.org/r/latitude20.fr Scanned: 2026-10-20 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.) Latitude 20 is largely invisible to agents. Some AI assistants are turned away by Latitude 20's website. What Latitude 20 offers is in a PDF or an image, and assistants read those badly. To book or order, it is sent to TheFork, a marketplace. ## Direct links - Menu: https://bistronomie-evenements.latitude20.fr/wp-content/uploads/2026/07/Carte-Snack-ETE.pdf - Phone: +33564310550 - Address: 134-150 Quai de Bacalan, 33300, Bordeaux ## Nearby, also direct Places near Latitude 20 that take a booking or an order on their own website, with no marketplace in between. - Gina Bordeaux (210 m): https://directindex.org/r/gina-bordeaux.fr - Danse Machine (550 m): https://directindex.org/r/dansemachine.com - Burdi (640 m): https://directindex.org/r/burdi.fr - Kusmi Tea Paris (670 m): https://directindex.org/r/kusmitea.com - Bar à Jeux - Gagnant Gagnant (760 m): https://directindex.org/r/gg33.fr ## What to fix first - **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 - **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. Guide: https://directindex.org/guides/book-direct-on-your-own-website - **The server turns AI crawlers away at the door.** (+6.7 points) Requests as GPTBot (http_403), ClaudeBot (http_403) 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 - **Menu or price list is a PDF.** (+3 points) Most agents skip PDFs or read them badly. Publish it as an HTML page and keep the PDF as a download. Guide: https://directindex.org/guides/menu-pdf-ai - **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 ## 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. ## 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. ``` # Latitude 20 > local business in 134-150 Quai de Bacalan, 33300, Bordeaux, Bordeaux cafes and bars. Phone +33564310550. ## Book or order directly - Menu: https://bistronomie-evenements.latitude20.fr/wp-content/uploads/2026/07/Carte-Snack-ETE.pdf ## About - Website: http://www.latitude20.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.** No rule blocks the main AI user agents. - **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. ## Where it stands 208 of 292 in Bordeaux cafes and bars. Top 71% 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% | no | | Publish the menu or price list as HTML | 97% | no | | Let AI crawlers in (no block at the server or in robots.txt) | 100% | no | | Structured data with address, phone and hours | 29% | no | | Have an llms.txt | 29% | no | Nearest places in the index: Gina Bordeaux (B, 206 m, https://directindex.org/r/gina-bordeaux.fr); Café Oz (D, 351 m, https://directindex.org/r/cafe-oz.com); Danse Machine (B, 549 m, https://directindex.org/r/dansemachine.com); Burdi (C, 637 m, https://directindex.org/r/burdi.fr); Kusmi Tea Paris (B, 673 m, https://directindex.org/r/kusmitea.com); Bar à Jeux - Gagnant Gagnant (B, 759 m, https://directindex.org/r/gg33.fr); Kfé Families (F, 830 m, https://directindex.org/r/kfedesfamilles.fr); Au Bureau - Pub et Brasserie (B, 933 m, https://directindex.org/r/aubureau.fr); Le New York (F, 990 m, https://directindex.org/r/infotbm.com); Ran Fleur de Thé (F, 994 m, https://directindex.org/r/carrd.co). ## 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 12 everyday questions about Bordeaux cafes and bars and named 60 places. Latitude 20 wasn't one of them. See who was named: https://directindex.org/city/bordeaux-cafes-bars/recommended Compared with its peers: Sites built with WordPress 55% (25% A or B, 236087 sites); Sites using TheFork 65% (40% A or B, 2102 sites); This site 38.9%. See what an AI agent reads on this site: https://directindex.org/r/latitude20.fr/agent-view ## Businesses like Latitude 20 in Bordeaux cafes and bars | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in Bordeaux cafes and bars | 292 | 55% | 27% | 38.9% | | Sites built with WordPress in Bordeaux cafes and bars | 134 | 61% | 32% | 38.9% | | Sites using TheFork in Bordeaux cafes and bars | 4 | 62% | 50% | 38.9% | | Sites built with WordPress and using TheFork in Bordeaux cafes and bars | 1 | 39% | 0% | 38.9% | The best of the sites using TheFork in Bordeaux cafes and bars: Bistrot Rouge (A 87.7%, https://directindex.org/r/bistrotrouge.fr); macondo cafe (B 72.3%, https://directindex.org/r/macondobordeaux.com); Côté Court - Restaurant - Sports Bar - Events (D 50.8%, https://directindex.org/r/xn--ctcourt-cya1h.com). With the three fixes above (No structured data for the business; Booking only through thefork; The server turns AI crawlers away at the door), the score would be about 90.8%. That would be 9th of 292 in Bordeaux cafes and bars, up from 208th. ## The direct record What agents get for Latitude 20, as JSON: https://directindex.org/api/direct/latitude20.fr - Book: none on record - Order: none on record - Menu: https://bistronomie-evenements.latitude20.fr/wp-content/uploads/2026/07/Carte-Snack-ETE.pdf (pdf; from the scan) - Hours: none on record - Phone: +33564310550 - Stable links that count: https://directindex.org/go/latitude20.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, TheFork: 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. Read 2026-10-15: https://itbrief.co.uk/story/thefork-integrates-openai-s-operator-for-uk-bookings ## Score breakdown | Component | Points | Available | |---|---|---| | Reachable | 18.3 | 25 | | Readable | 4 | 25 | | Actionable | 3 | 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/latitude20.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: no Keep watching this business (https://directindex.org/r/latitude20.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/latitude20.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=latitude20.fr&force=1