# Museum of Tolerance: Agent-Direct Score D (49.2%) Site: https://www.museumoftolerance.com/ Report: https://directindex.org/r/museumoftolerance.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.) Museum of Tolerance is hard for agents to use. ## Direct links - Menu: https://museumoftolerance.com/programs-for-elementary-school/ordinary-people-extraordinary-stories?hsLang=en ## 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 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. ``` # Museum of Tolerance > museum in West Pico Boulevard 9760, Los Angeles tours, attractions and museums. ## Book or order directly - Menu: https://museumoftolerance.com/programs-for-elementary-school/ordinary-people-extraordinary-stories?hsLang=en ## About - Website: https://www.museumoftolerance.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.** No rule blocks the key AI user agents. - **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all received a normal response. - **Tickets and prices is an HTML page.** Agents can read items and prices directly. ## Where it stands 34 of 101 in Los Angeles tours, attractions and museums. Top 34% 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% | 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 | 18% | no | Nearest places in the index: Mister Brainwash Art Museum (F, 1917 m, https://directindex.org/r/mrbrainwashartmuseum.com); Center for Land Use Interpretation (D, 3149 m, https://directindex.org/r/clui.org); Museum of Jurassic Technology (F, 3158 m, https://directindex.org/r/mjt.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/museumoftolerance.com/agent-view ## Businesses like Museum of Tolerance 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% | 49.2% | 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 two fixes above (No structured data for the business; No way to buy tickets online) the score would be about 95.4%: first of 101 in Los Angeles tours, attractions and museums. ## The direct record What agents get for Museum of Tolerance, as JSON: https://directindex.org/api/direct/museumoftolerance.com - Book: none on record - Order: none on record - Menu: https://museumoftolerance.com/programs-for-elementary-school/ordinary-people-extraordinary-stories?hsLang=en (html_page; from the scan) - Hours: none on record - Phone: none on record - Stable links that count: https://directindex.org/go/museumoftolerance.com/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): 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 | 25 | 25 | | Readable | 7 | 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/museumoftolerance.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: 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 Deep report: https://directindex.org/r/museumoftolerance.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=museumoftolerance.com&force=1