# Collection des minéraux: Agent-Direct Score F (33.8%) Site: http://collection-mineraux.sorbonne-universite.fr/fr/index.html Report: https://directindex.org/r/sorbonne-universite.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.) Collection des minéraux is largely invisible to agents. ## Direct links - Phone: +33 1 44 27 52 88 ## What to fix first - **No structured data for the business.** (+15 points) Add schema.org JSON-LD for the business (TouristAttraction, Museum, TravelAgency or the closest type, with name, address, telephone and openingHoursSpecification). It is the one block every assistant reads first; the fix kit below has it filled in. Guide: https://directindex.org/guides/structured-data-restaurant - **No way to buy tickets online.** (+15 points) Agents have nothing to act on. Add a ticket or booking page on your own domain. Guide: https://directindex.org/guides/book-direct-on-your-own-website - **No tickets and prices found.** (+7 points) Agents answer 'what does it cost and when' from marketplaces instead. Add a page with tickets, times and prices as text and link it from the homepage. Guide: https://directindex.org/guides/menu-pdf-ai - **No working HTTPS.** (+3 points) The page is only served over plain http. Agents and browsers downrank or refuse it. - **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. ``` # Collection des minéraux > museum in Paris tours, attractions and museums. Phone +33 1 44 27 52 88. ## Opening hours Tu-Sa 13:00-18:00; Su off; Mo off ## About - Website: http://collection-mineraux.sorbonne-universite.fr/fr/index.html - 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. ## Since the scan of 2026-10-14 (F then) - Fixed: nothing - New: nothing ## Where it stands 179 of 205 in Paris tours, attractions and museums. Top 87% 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 | 67% | no | | Let AI crawlers in (no edge block, no robots.txt block) | 100% | yes | | Structured data with address, phone and hours | 10% | no | | Have an llms.txt | 24% | no | Nearest places in the index: Hôtel Lebrun — Le Grand Hôtel des Rêves (D, 178 m, https://directindex.org/r/legrandhoteldesreves.fr); Institut du Monde arabe (C, 232 m, https://directindex.org/r/imarabe.org); Collège des Bernardins (B, 250 m, https://directindex.org/r/collegedesbernardins.fr); Comptoir des Voyages (C, 321 m, https://directindex.org/r/comptoirdesvoyages.fr); Musée Adam Mickiewicz (F, 427 m, https://directindex.org/r/ibpp.eu); New Tour (D, 430 m, https://directindex.org/r/newtour-asie.com); Nomade Aventure (F, 469 m, https://directindex.org/r/nomade-aventure.com); Les Grandes Serres du Jardin des Plantes (C, 523 m, https://directindex.org/r/jardindesplantesdeparis.fr); La Galerie des Enfants (F, 567 m, https://directindex.org/r/galeriedesenfants.com); Pavillon de l'Arsenal (F, 635 m, https://directindex.org/r/pavillon-arsenal.com). ## 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 34%, 2026-10-15 34%. See what an AI agent reads on this site: https://directindex.org/r/sorbonne-universite.fr/agent-view ## Businesses like Collection des minéraux in Paris tours, attractions and museums | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Same kind in Paris tours, attractions and museums | 205 | 53% | 20% | 33.8% | 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 three fixes above (No structured data for the business; No way to buy tickets online; No tickets and prices found) the score would be about 90.8%: 2nd of 205 in Paris tours, attractions and museums, up from 179th. ## The direct record What agents get for Collection des minéraux, as JSON: https://directindex.org/api/direct/sorbonne-universite.fr - Book: none on record - Order: none on record - Menu: none on record - Hours: Tu-Sa 13:00-18:00; Su off; Mo off (closed now) (from OpenStreetMap) - Phone: +33 1 44 27 52 88 ## 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 | 22 | 25 | | Readable | 0 | 25 | | Actionable | 0 | 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/sorbonne-universite.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/sorbonne-universite.fr/plan): the assistants asked again every month, with what changed; 2 EUR a month or 19 EUR a year. Deep report: https://directindex.org/r/sorbonne-universite.fr/deep. Ten questions the way people ask, each assistant's full answer, the eight nearest similar places, the fix plan and a PDF: 5 EUR, one-off. 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=sorbonne-universite.fr&force=1