# The Cat Museum, Muses & Mansion of Singapore: Agent-Direct Score C (56.9%) Site: http://thecatmuseumsg.org/ Report: https://directindex.org/r/thecatmuseumsg.org Scanned: 2026-10-22 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.) The Cat Museum, Muses & Mansion of Singapore is partly visible to agents. An AI assistant can open The Cat Museum, Muses & Mansion of Singapore'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: +6591267379 - Address: 574 Geylang Rd, 389517, Singapore ## Nearby, also direct Places near The Cat Museum, Muses & Mansion of Singapore that take a booking or an order on their own website, with no marketplace in between. - Tri-Ways (120 m): https://directindex.org/r/triways.com.sg ## What to fix first - **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 - **Structured data is incomplete.** (+3 points) Missing: opening hours. Guide: https://directindex.org/guides/structured-data-restaurant - **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 8218 2133, but OpenStreetMap or Overture Maps lists +6591267379. 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. ## 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. ``` # The Cat Museum, Muses & Mansion of Singapore > local business in 574 Geylang Rd, 389517, Singapore, Singapore tours, attractions and museums. Phone +6591267379. ## About - Website: http://thecatmuseumsg.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. - **Structured data found (LocalBusiness).** address, phone ## Where it stands 97 of 303 in Singapore tours, attractions and museums. Top 32% 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 | 97% | no | | Publish the menu or price list as HTML | 3% | no | | Let AI crawlers in (no block at the server or in robots.txt) | 100% | yes | | Structured data with address, phone and hours | 3% | no | | Have an llms.txt | 29% | no | Nearest places in the index: Vintage cameras museum (C, 92 m, https://directindex.org/r/swcurtis.com); Malay Heritage Centre (D, 95 m, https://directindex.org/r/malayheritage.gov.sg); Tri-Ways (B, 122 m, https://directindex.org/r/triways.com.sg); Noah Travel and Tours (D, 139 m, https://directindex.org/r/noahtravelgrp.com); Hagel Travel & Tours (D, 152 m, https://directindex.org/r/hageltravel.com); Superior Coach and Tour (F, 155 m, https://directindex.org/r/superiortour.com.sg); Kembaraustaz.sg (F, 157 m, https://directindex.org/r/kembaraustaz.sg); Cybervillage 24hr UK Singapore Malaysia Brunei India (F, 163 m, https://directindex.org/r/co.nr); Singapore Chinese Opera Museum (F, 168 m, https://directindex.org/r/singopera.com.sg); MAM Holidays Singapore PTE. LTD. (D, 173 m, https://directindex.org/r/mamholidayssg.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 Wix 54% (31% A or B, 42583 sites); This site 56.9%. See what an AI agent reads on this site: https://directindex.org/r/thecatmuseumsg.org/agent-view ## Businesses like The Cat Museum, Muses & Mansion of Singapore in Singapore tours, attractions and museums | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in Singapore tours, attractions and museums | 303 | 46% | 15% | 56.9% | | Sites built with Wix in Singapore tours, attractions and museums | 14 | 57% | 7% | 56.9% | The best of the sites built with Wix in Singapore tours, attractions and museums: O-Ride SG (B 80%, https://directindex.org/r/oridesg.com); Adventures (C 69.2%, https://directindex.org/r/adventures.network); Bintan Holiday (C 60%, https://directindex.org/r/bintanholiday.com); Inventive Kids (C 60%, https://directindex.org/r/inventivekids.asia); Monako (C 60%, https://directindex.org/r/monakosg.com). With the three fixes above (No ticket link on the website; No tickets and prices found; Structured data is incomplete), the score would be about 95.4%, which would be first of 303 in Singapore tours, attractions and museums. ## The direct record What agents get for The Cat Museum, Muses & Mansion of Singapore, as JSON: https://directindex.org/api/direct/thecatmuseumsg.org - Book: none on record - Order: none on record - Menu: none on record - Hours: none on record - Phone: +6591267379 ## 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): yes - 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 | 12 | 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/thecatmuseumsg.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: yes Keep watching this business (https://directindex.org/r/thecatmuseumsg.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/thecatmuseumsg.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 ยท Rescan now: https://directindex.org/scan?url=thecatmuseumsg.org&force=1