# Muzium Negara: Agent-Direct Score F (38.5%) Site: https://www.muziumnegara.gov.my/ Report: https://directindex.org/r/muziumnegara.gov.my Scanned: 2026-10-16 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.) Muzium Negara is largely invisible to agents. An AI assistant can open Muzium Negara'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: +60 3-2267 1000 - Address: Jalan Damansara 50566 Kuala Lumpur - Hours, from OpenStreetMap: Mon–Sun 09:00–17:00 - Languages: English, Malay ## Nearby, also direct Places near Muzium Negara that take a booking or an order on their own website, with no marketplace in between. - AIP Holidays Sdn Bhd (550 m): https://directindex.org/r/aipholidays.com - Galeri Seri Negara (750 m): https://directindex.org/r/serinegara.com.my ## 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 - **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 ## What the site tells visitors (Measured, not scored) - **The footer says © 2023.** Visitors and assistants may read that year as the last time anyone looked after the site. ## 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. ``` # Muzium Negara > museum in Jalan Damansara 50566 Kuala Lumpur, Kuala Lumpur tours, attractions and museums. Phone +60 3-2267 1000. ## Opening hours 09:00-17:00 ## About - Website: https://www.muziumnegara.gov.my/ - 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 178 of 289 in Kuala Lumpur tours, attractions and museums. Top 62% 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 | 87% | no | | Publish the menu or price list as HTML | 13% | no | | Let AI crawlers in (no block at the server or in robots.txt) | 87% | yes | | Structured data with address, phone and hours | 10% | no | | Have an llms.txt | 37% | no | Nearest places in the index: Museum Volunteers, Department of Museums Malaysia (F, 3 m, https://directindex.org/r/museumvolunteersjmm.com); Muzium Etnologi Dunia Melayu (D, 117 m, https://directindex.org/r/jmm.gov.my); Planetarium Negara (F, 291 m, https://directindex.org/r/planetariumnegara.gov.my); Bk Travel (F, 375 m, https://directindex.org/r/bktravel.com.my); Travel Cue Management Sdn Bhd (F, 396 m, https://directindex.org/r/connectcue.com); Ecoregion Holiday (D, 443 m, https://directindex.org/r/asiaregion.travel); Muzium Kesenian Islam Malaysia (F, 492 m, https://directindex.org/r/iamm.org.my); AIP Holidays Sdn Bhd (C, 547 m, https://directindex.org/r/aipholidays.com); Galeri Seri Negara (B, 754 m, https://directindex.org/r/serinegara.com.my); Parlo Tours Travel Agency | Kuala Lumpur (C, 933 m, https://directindex.org/r/parlotours.com.my). ## 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. Recommended when people ask: "Skip-the-line tickets for the main museum tomorrow, where do I buy them?" (ChatGPT, Gemini) See what an AI agent reads on this site: https://directindex.org/r/muziumnegara.gov.my/agent-view ## Named by ChatGPT and Gemini for "Skip-the-line tickets for the main museum tomorrow, where do I buy them?" in Kuala Lumpur tours, attractions and museums, October 2026 - "Skip-the-line tickets for the main museum tomorrow, where do I buy them?" (2026-10-23): ChatGPT with a link to this site; Gemini with a link to this site. https://directindex.org/city/kuala-lumpur-tours/recommended/museum-tickets Named by 2 of 2 assistants asked. Badge: https://directindex.org/badge/named/muziumnegara.gov.my.svg ## Businesses like Muzium Negara in Kuala Lumpur tours, attractions and museums | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in Kuala Lumpur tours, attractions and museums | 289 | 43% | 9% | 38.5% | The best of the businesses of the same kind in Kuala Lumpur tours, attractions and museums: Museum of Illusions (B 84.6%, https://directindex.org/r/museumofillusions.my); Sky Airport Transfer Kuala Lumpur (B 84.6%, https://directindex.org/r/skylimo.my); We Go With Anuar (B 84.6%, https://directindex.org/r/wegowithanuar.com); Dream Mission Holiday Sdn. Bhd. (B 80%, https://directindex.org/r/kl-missiontours.com.my); Embassy Alliance Travel (B 80%, https://directindex.org/r/embassyalliance.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 95.4%, which would be first of 289 in Kuala Lumpur tours, attractions and museums. ## The direct record What agents get for Muzium Negara, as JSON: https://directindex.org/api/direct/muziumnegara.gov.my - Book: none on record - Order: none on record - Menu: none on record - Hours: 09:00-17:00 (closed now) (from OpenStreetMap) - Phone: +60 3-2267 1000 ## 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 | 25 | 25 | | Readable | 0 | 25 | | Actionable | 0 | 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/muziumnegara.gov.my - Link headers on the homepage: no (how: https://isitagentready.com/.well-known/agent-skills/link-headers/SKILL.md) - sitemap.xml: no (how: https://isitagentready.com/.well-known/agent-skills/sitemap/SKILL.md) - 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/muziumnegara.gov.my/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/muziumnegara.gov.my/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=muziumnegara.gov.my&force=1