# Korean American National Museum: Agent-Direct Score F (35.4%) Site: https://kanmuseum.org Report: https://directindex.org/r/kanmuseum.org Scanned: 2026-10-23 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.) Korean American National Museum is largely invisible to agents. An AI assistant can open Korean American National Museum's website. It can't find a menu or price list, so it answers from other sites. It can't find a link to book or order online. ## Direct links - Phone: 2133884229 - Address: 3727 W 6th St Ste 519, 90020-5110, Los Angeles ## Nearby, also direct Places near Korean American National Museum that take a booking or an order on their own website, with no marketplace in between. - BookingRadar (360 m): https://directindex.org/r/bookingradar.com ## 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). 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.** (+15 points) There's no link on the site for an agent to follow. 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 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 to it from the homepage. Guide: https://directindex.org/guides/menu-pdf-ai - **Almost no text without JavaScript.** (+2 points) Crawlers that don't run scripts see an empty page. Put the menu, hours and address in plain HTML. Guide: https://directindex.org/guides/website-blank-without-javascript - **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 ## 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. ``` # Korean American National Museum > local business in 3727 W 6th St Ste 519, 90020-5110, Los Angeles, Los Angeles tours, attractions and museums. Phone 2133884229. ## About - Website: https://kanmuseum.org - 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 main AI user agents. - **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all got a normal response. ## Where it stands 333 of 460 in Los Angeles tours, attractions and museums. Top 72% 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 | 91% | no | | Publish the menu or price list as HTML | 9% | no | | Let AI crawlers in (no block at the server or in robots.txt) | 96% | yes | | Structured data with address, phone and hours | 13% | no | | Have an llms.txt | 38% | no | Nearest places in the index: Flight Shop Inc (F, 288 m, https://directindex.org/r/flyynext.com); Pacific Air Leisure Services (F, 288 m, https://directindex.org/r/pacificairleisure.com); Cuba Cochinito Tours (F, 337 m, https://directindex.org/r/cubacochinito.com); BookingRadar (B, 363 m, https://directindex.org/r/bookingradar.com); Global Travel Services (D, 402 m, https://directindex.org/r/globalfirsttravel.com); MoaMoa Tour(모아모아투어) (F, 507 m, https://directindex.org/r/moamoatour.com); Four Seasons Tours & Travel (F, 507 m, https://directindex.org/r/4stour.com); Camping Car Usa (F, 722 m, https://directindex.org/r/naver.com); Elite Tour Usa (F, 752 m, https://directindex.org/r/elitetourus.com); 모아트립 (D, 759 m, https://directindex.org/r/moatrip.com). ## 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. Compared with its peers: Sites built with Webflow 56% (22% A or B, 8562 sites); This site 35.4%. See what an AI agent reads on this site: https://directindex.org/r/kanmuseum.org/agent-view ## Businesses like Korean American National Museum in Los Angeles tours, attractions and museums | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in Los Angeles tours, attractions and museums | 460 | 44% | 13% | 35.4% | | Sites built with Webflow in Los Angeles tours, attractions and museums | 6 | 45% | 17% | 35.4% | The best of the sites built with Webflow in Los Angeles tours, attractions and museums: Sloomoo Institute (B 73.8%, https://directindex.org/r/sloomoo.com); Karma Travel, Inc (D 43.1%, https://directindex.org/r/karmatravel.com); Ararat-Eskijian Museum (F 38.5%, https://directindex.org/r/ararat-eskijian-museum.com); Go For Broke National Education Center (F 38.5%, https://directindex.org/r/goforbroke.org); Over Sun Travel (F 38.5%, https://directindex.org/r/oversuntravelgroup.com). With the three fixes above (No structured data for the business; No ticket link on the website; No tickets and prices found), the score would be about 92.3%, which would be first of 460 in Los Angeles tours, attractions and museums. ## The direct record What agents get for Korean American National Museum, as JSON: https://directindex.org/api/direct/kanmuseum.org - Book: none on record - Order: none on record - Menu: none on record - Hours: none on record - Phone: 2133884229 ## 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 | 23 | 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/kanmuseum.org - 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 Keep watching this business (https://directindex.org/r/kanmuseum.org/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/kanmuseum.org/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=kanmuseum.org&force=1