# MUFE: Agent-Direct Score F (27.7%) Site: https://www.mufe.mx/ Report: https://directindex.org/r/mufe.mx Scanned: 2026-11-13 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.) MUFE is largely invisible to agents. Some AI assistants are turned away by MUFE's website. It can't find a menu or price list, so it answers from other sites. It finds a phone number, but no link to book or order online. ## Direct links - Phone: +523317880086 - Address: Calle Prisciliano Sánchez 1078, 44160, Guadalajara ## Nearby, also direct Places near MUFE that take a booking or an order on their own website, with no marketplace in between. - Alamo Rent A Car (230 m): https://directindex.org/r/alamo.com - Evolution Tour Operador (500 m): https://directindex.org/r/paquetedinamico.com - Tours Elegance (540 m): https://directindex.org/r/tourselegance.com.mx ## What to fix first - **No structured data for the business.** (+14 points) Add schema.org JSON-LD for the business (TouristAttraction, Museum, TravelAgency or the closest type, with name, address, telephone and openingHoursSpecification). Every assistant reads this block first, and the fix kit below has it filled in. Guide: https://directindex.org/guides/structured-data-restaurant - **No ticket link on the website.** (+13 points) There's only a phone number or WhatsApp, and agents can't use those yet. If you take bookings or orders through a platform, link to it from the site so agents can find it. Add a ticket or booking page. Guide: https://directindex.org/guides/book-direct-on-your-own-website - **The server turns AI crawlers away at the door.** (+10 points) Requests as GPTBot (http_403), ClaudeBot (http_403), PerplexityBot (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 - **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 to it from the homepage. 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 - **The phone number on the site doesn't match the open map data.** The site shows 33 3826 0430, but OpenStreetMap or Overture Maps lists +523317880086. An assistant that sees two numbers can't tell which one to trust. Fix whichever is wrong, on the site or in the map data at openstreetmap.org. ## 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. ``` # MUFE > local business in Calle Prisciliano Sánchez 1078, 44160, Guadalajara, Guadalajara tours, attractions and museums. Phone +523317880086. ## About - Website: https://www.mufe.mx/ - 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. ## Where it stands 123 of 143 in Guadalajara tours, attractions and museums. Top 86% 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 | 93% | no | | Publish the menu or price list as HTML | 53% | no | | Let AI crawlers in (no block at the server or in robots.txt) | 93% | no | | Structured data with address, phone and hours | 7% | no | | Have an llms.txt | 27% | no | Nearest places in the index: Ambiente Travel (D, 209 m, https://directindex.org/r/ambientetravel.com.mx); Alamo Rent A Car (C, 227 m, https://directindex.org/r/alamo.com); Equal Travel (F, 244 m, https://directindex.org/r/equaltravel.net); Operadora Turistica Sierra Madre Guadalajara (F, 255 m, https://directindex.org/r/sierramadre.travel); Xacali.- La casa de los viajes (F, 355 m, https://directindex.org/r/mar-iguanatours.com.mx); Museo de las Artes UDG (D, 432 m, https://directindex.org/r/musaudg.mx); Pan Toyo Agencia de Viajes (F, 444 m, https://directindex.org/r/pantoyo.com.mx); Evolution Tour Operador (F, 503 m, https://directindex.org/r/paquetedinamico.com); Deep Travel (F, 505 m, https://directindex.org/r/deeptravelmx.com); Tours Elegance (A, 537 m, https://directindex.org/r/tourselegance.com.mx). ## 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 Guadalajara tours, attractions and museums and named 54 places. MUFE wasn't one of them. See who was named: https://directindex.org/city/guadalajara-tours/recommended See what an AI agent reads on this site: https://directindex.org/r/mufe.mx/agent-view ## Businesses like MUFE in Guadalajara tours, attractions and museums | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in Guadalajara tours, attractions and museums | 143 | 45% | 13% | 27.7% | The best of the businesses of the same kind in Guadalajara tours, attractions and museums: Renta de Autos en Guadalajara - City Car Rental (A 90.8%, https://directindex.org/r/citycarrental.com); Tours Elegance (A 86.2%, https://directindex.org/r/tourselegance.com.mx); Veico Renta de Autos Guadalajara (A 86.2%, https://directindex.org/r/veico.com); DHL Express México, S.A. de C.V. (B 84.6%, https://directindex.org/r/dhl.com); Sixt Rent a Car - GUADALAJARA AIRPORT (B 81.5%, https://directindex.org/r/sixt.com.mx). With the three fixes above (No structured data for the business; No ticket link on the website; The server turns AI crawlers away at the door), the score would be about 84.6%. That would be 4th of 143 in Guadalajara tours, attractions and museums, up from 123rd. ## The direct record What agents get for MUFE, as JSON: https://directindex.org/api/direct/mufe.mx - Book: none on record - Order: none on record - Menu: none on record - Hours: none on record - Phone: +523317880086 ## 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 /contacto: phone. ## Score breakdown | Component | Points | Available | |---|---|---| | Reachable | 15 | 25 | | Readable | 1 | 25 | | Actionable | 2 | 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/mufe.mx - 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/mufe.mx/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/mufe.mx/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=mufe.mx&force=1