# Musée Valentin Haüy: Agent-Direct Score C (66.2%) Site: https://www.avh.asso.fr Report: https://directindex.org/r/avh.asso.fr Scanned: 2026-10-15 (Provisional: the action test and the assistant citation check still to come; the hatched part of the bar is not measured yet.) Musée Valentin Haüy is partly visible to agents. ## Direct links - Menu: https://donner.avh.asso.fr/ponctuel/?utm_source=menu-site&utm_medium=organic&utm_campaign=siteAVH&reserved_code_media=W26 - Phone: +331 44 49 27 27 ## What to fix first - **No way to buy tickets online.** (+13 points) Only a phone number or WhatsApp. Agents cannot act on those yet. Add a ticket or booking page. Guide: https://directindex.org/guides/book-direct-on-your-own-website - **Structured data is incomplete.** (+6 points) Missing: address, telephone, opening hours. Guide: https://directindex.org/guides/structured-data-restaurant - **No llms.txt.** (no points, still worth doing) Optional today, cheap to add: a short text file describing the business for language models. Guide: https://directindex.org/guides/llms-txt-for-a-business ## Fix kit: What to paste Structured data (JSON-LD). One block in the page's head, or in the builder's custom-code slot. Replace anything that is wrong. ```html ``` llms.txt. Save as /llms.txt at the root of the site. ``` # Musée Valentin Haüy > museum in Rue Duroc 5, Paris tours, attractions and museums. Phone +331 44 49 27 27. ## Book or order directly - Menu: https://donner.avh.asso.fr/ponctuel/?utm_source=menu-site&utm_medium=organic&utm_campaign=siteAVH&reserved_code_media=W26 ## About - Website: https://www.avh.asso.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 key AI user agents. - **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all received a normal response. - **Structured data present (Organization).** but without address, phone or hours - **Tickets and prices is an HTML page.** Agents can read items and prices directly. ## Since the scan of 2026-10-14 (D then) - Fixed: No structured data for the business - New: Structured data was incomplete ## Where it stands 65 of 227 in Paris tours, attractions and museums. Top 29% of the sites scanned in this index. | 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 | 65% | yes | | Let AI crawlers in (no edge block, no robots.txt block) | 100% | yes | | Structured data with address, phone and hours | 9% | no | | Have an llms.txt | 22% | no | Nearest places in the index: Photographes du Monde (D, 513 m, https://directindex.org/r/photographesdumonde.com); Eurasia Tours (F, 634 m, https://directindex.org/r/eurasia-tours.fr); Espace Krajcberg (B, 720 m, https://directindex.org/r/espacekrajcberg.fr); Musée de la Poste (B, 730 m, https://directindex.org/r/museepostal.fr); Astrolabe ESA HQ Visitor Center and Space Shop (F, 731 m, https://directindex.org/r/esa.int); Musée Rodin (B, 788 m, https://directindex.org/r/musee-rodin.fr); SeeWay Tour (B, 817 m, https://directindex.org/r/seewaytour.com); Tour Montparnasse (B, 849 m, https://directindex.org/r/tourmontparnasse56.com); Musée des Plans-Reliefs (F, 979 m, https://directindex.org/r/museedesplansreliefs.fr); Selectour (D, 1047 m, https://directindex.org/r/orelis-voyages.fr). ## What assistants answer 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. Score over 2 scans since 2026-10-14: 2026-10-14 54%, 2026-10-15 66%. See what an AI agent reads on this site: https://directindex.org/r/avh.asso.fr/agent-view ## Businesses like Musée Valentin Haüy in Paris tours, attractions and museums | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Same kind in Paris tours, attractions and museums | 227 | 53% | 20% | 66.2% | The best of Same kind in Paris tours, attractions and museums: Musée du Vin (A 92.5%, https://directindex.org/r/lemparis.com); Les Maisons du Voyage (A 90.8%, https://directindex.org/r/maisonsduvoyage.com); Le Donjon - Escape The Room (A 86.3%, https://directindex.org/r/ledonjon.fr); Little Villette (B 84.6%, https://directindex.org/r/lavillette.com); Musée Rodin (B 84.6%, https://directindex.org/r/musee-rodin.fr). With the two fixes above (No way to buy tickets online; Structured data is incomplete) the score would be about 95.4%: first of 227 in Paris tours, attractions and museums. ## The direct record What agents get for Musée Valentin Haüy, as JSON: https://directindex.org/api/direct/avh.asso.fr - Book: none on record - Order: none on record - Menu: https://donner.avh.asso.fr/ponctuel/?utm_source=menu-site&utm_medium=organic&utm_campaign=siteAVH&reserved_code_media=W26 (html_page; from the scan) - Hours: none on record - Phone: +331 44 49 27 27 - Stable links that count: https://directindex.org/go/avh.asso.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 Found one hop past the home page: contact page /contact: WhatsApp; menu page /ponctuel/: business JSON-LD. ## Score breakdown | Component | Points | Available | |---|---|---| | Reachable | 25 | 25 | | Readable | 16 | 25 | | Actionable | 2 | 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/avh.asso.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 Deep report: https://directindex.org/r/avh.asso.fr/deep. Ten questions the way people ask, each assistant's full answer, the eight nearest similar places, the fix plan and a PDF: 19 EUR, one-off. Methodology: https://directindex.org/methodology · Rescan now: https://directindex.org/scan?url=avh.asso.fr&force=1