# Guinness World Records Museum: Agent-Direct Score D (45.1%) Site: https://www.guinnessmuseumhollywood.com/ Report: https://directindex.org/r/guinnessmuseumhollywood.com Scanned: 2026-10-14 (Provisional: the action test and the assistant citation check still to come; the hatched part of the bar is not measured yet.) Guinness World Records Museum is hard for agents to use. ## Direct links - Phone: +1-323-463-6433 ## 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 - **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 - **The server turns AI crawlers away at the door.** (+6.7 points) Live fetches as GPTBot (http_403), ClaudeBot (http_403) were refused while a normal browser got the page. This is usually a hosting or firewall bot list the owner never chose. Ask the host to allow these user agents. Guide: https://directindex.org/guides/blocking-ai-crawlers-without-knowing - **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. ``` # Guinness World Records Museum > museum in Hollywood Boulevard 6764 90028 Los Angeles, Los Angeles tours, attractions and museums. Phone +1-323-463-6433. ## Opening hours 10:00-24:00 ## About - Website: https://www.guinnessmuseumhollywood.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.** There is no robots.txt, which allows everything. - **Structured data present (Organization).** but without address, phone or hours ## Where it stands 38 of 101 in Los Angeles tours, attractions and museums. Top 38% 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 | 73% | no | | Publish the menu or price list as HTML | 0% | no | | Let AI crawlers in (no edge block, no robots.txt block) | 100% | no | | Structured data with address, phone and hours | 9% | no | | Have an llms.txt | 18% | no | Nearest places in the index: Ripley's Believe It or Not! Odditoriums (F, 41 m, https://directindex.org/r/ripleys.com); The Hollywood Museum (D, 42 m, https://directindex.org/r/thehollywoodmuseum.com); Madame Tussaud's (D, 317 m, https://directindex.org/r/madametussauds.com); Hollywood Entertainment Museum (F, 415 m, https://directindex.org/r/seeing-stars.com); Psychiatry: An Industry of Death Museum (C, 550 m, https://directindex.org/r/cchr.org); Hollywood Heritage Museum (C, 815 m, https://directindex.org/r/hollywoodheritage.org); Museum of Death (D, 849 m, https://directindex.org/r/museumofdeath.net); Edmund D. Edelman Hollywood Bowl Museum (D, 1151 m, https://directindex.org/r/hollywoodbowl.com); Paramount Pictures Studio Tour (F, 2531 m, https://directindex.org/r/paramountstudiotour.com); Schindler House and Studio (B, 3556 m, https://directindex.org/r/makcenter.org). ## 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. See what an AI agent reads on this site: https://directindex.org/r/guinnessmuseumhollywood.com/agent-view ## Businesses like Guinness World Records Museum in Los Angeles tours, attractions and museums | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Same kind in Los Angeles tours, attractions and museums | 101 | 38% | 2% | 45.1% | The best of Same kind in Los Angeles tours, attractions and museums: Schindler House and Studio (B 75%, https://directindex.org/r/makcenter.org); Innes House (B 70%, https://directindex.org/r/laconservancy.org); Discovery Cube Science Center (C 68.8%, https://directindex.org/r/discoverycube.org); LA Plaza De Culturas Y Artes (C 68.8%, https://directindex.org/r/lapca.org); Madrona Marsh Nature Center (C 68.8%, https://directindex.org/r/friendsofmadronamarsh.com). With the three fixes above (No way to buy tickets online; No tickets and prices found; The server turns AI crawlers away at the door) the score would be about 86.2%: first of 101 in Los Angeles tours, attractions and museums. ## The direct record What agents get for Guinness World Records Museum, as JSON: https://directindex.org/api/direct/guinnessmuseumhollywood.com - Book: none on record - Order: none on record - Menu: none on record - Hours: 10:00-24:00 (open now) (from OpenStreetMap) - Phone: +1-323-463-6433 ## 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): not measured - ACP discovery document (/.well-known/acp.json, OpenAI and Stripe's Agentic Commerce Protocol): not measured - 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): not measured Not measured at this scan; the next scan measures it. ## Score breakdown | Component | Points | Available | |---|---|---| | Reachable | 18.3 | 25 | | Readable | 9 | 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/guinnessmuseumhollywood.com - 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: yes Deep report: https://directindex.org/r/guinnessmuseumhollywood.com/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 ยท Rescan now: https://directindex.org/scan?url=guinnessmuseumhollywood.com&force=1