# Kin Gyu 金牛: Agent-Direct Score D (45.1%) Site: http://www.kingyumy.com Report: https://directindex.org/r/kingyumy.com 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.) Kin Gyu 金牛 is hard for agents to use. Some AI assistants are turned away by Kin Gyu 金牛's website. What Kin Gyu 金牛 offers is in a PDF or an image, and assistants read those badly. It finds a way to book or order directly, through letsumai.com. ## Direct links - Menu: https://kingyumy.com/menu.pdf - Phone: 03-6206 2515 - Address: First Floor, 8, Jalan 24/70A, Desa Sri Hartamas,, 50480, Kuala Lumpur - WhatsApp: a link on the site ## Nearby, also direct Places near Kin Gyu 金牛 that take a booking or an order on their own website, with no marketplace in between. - Mei by Fat Spoon (100 m): https://directindex.org/r/meibyfatspoon.com - Tonkatsu by Ma Maison (2.1 km): https://directindex.org/r/mamaison.com.my - Towzen (2.4 km): https://directindex.org/r/towzenramen.com ## What to fix first - **No structured data for the business.** (+14 points) Add schema.org JSON-LD for the business (Restaurant, LocalBusiness or the closest type, with name, address, telephone and openingHoursSpecification, plus servesCuisine and acceptsReservations). Every assistant reads this block first, and the fix kit below has it filled in. Guide: https://directindex.org/guides/structured-data-restaurant - **Booking through an unrecognised third party.** (+9 points) Check that the provider keeps your business as the seller of record. Guide: https://directindex.org/guides/book-direct-on-your-own-website - **The server turns AI crawlers away at the door.** (+6.7 points) Requests as GPTBot (http_403), ClaudeBot (http_403) were refused, but a normal browser got the page. That's usually a bot list at the host or in a firewall that the owner never chose. Ask the host to allow these user agents. Guide: https://directindex.org/guides/blocking-ai-crawlers-without-knowing - **Menu or price list is a PDF.** (+3 points) Most agents skip PDFs or read them badly. Publish it as an HTML page and keep the PDF as a download. 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 - **The phone number on the site doesn't match the open map data.** The site shows 60362063515, but OpenStreetMap or Overture Maps lists 03-6206 2515. 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. ``` # Kin Gyu 金牛 > local business (japanese) in First Floor, 8, Jalan 24/70A, Desa Sri Hartamas,, 50480, Kuala Lumpur, Kuala Lumpur. Phone 03-6206 2515. ## Book or order directly - Menu: https://kingyumy.com/menu.pdf ## About - Website: http://www.kingyumy.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's no robots.txt, which means everything is allowed. ## Where it stands 573 of 965 in Kuala Lumpur. Top 59% 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 | 92% | no | | Publish the menu or price list as HTML | 82% | no | | Let AI crawlers in (no block at the server or in robots.txt) | 92% | no | | Structured data with address, phone and hours | 36% | no | | Have an llms.txt | 26% | no | Nearest places with a similar menu: Mei by Fat Spoon (B, 99 m, https://directindex.org/r/meibyfatspoon.com); ITSUMO Japanese Yakitori (D, 176 m, https://directindex.org/r/itsumomy.com); Big Bowl Ramen (F, 390 m, https://directindex.org/r/voicecafe1.com); Uo-sho (F, 946 m, https://directindex.org/r/connection.com.my); Kinme (F, 1628 m, https://directindex.org/r/eats365pos.com); Gan Nen Do (D, 1960 m, https://directindex.org/r/gannendo.com); Gyutaro Yakiniku (C, 1971 m, https://directindex.org/r/gyutaroyakiniku.com); RokuNana Washu Bar (F, 2099 m, https://directindex.org/r/rokunana.com.my); Tonkatsu by Ma Maison (A, 2139 m, https://directindex.org/r/mamaison.com.my); Towzen (B, 2366 m, https://directindex.org/r/towzenramen.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. The assistants were asked 12 everyday questions about Kuala Lumpur and named 62 places. Kin Gyu 金牛 wasn't one of them. See who was named: https://directindex.org/city/kuala-lumpur/recommended Compared with its peers: Sites built with WordPress 55% (24% A or B, 224455 sites); This site 45.1%. See what an AI agent reads on this site: https://directindex.org/r/kingyumy.com/agent-view ## Businesses like Kin Gyu 金牛 in Kuala Lumpur | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in Kuala Lumpur | 965 | 49% | 22% | 45.1% | | Sites built with WordPress in Kuala Lumpur | 343 | 60% | 31% | 45.1% | The best of the sites built with WordPress in Kuala Lumpur: Sushi Hiro Sri Petaling (A 100%, https://directindex.org/r/sushihiro.my); Nasi Lemak Bamboo (A 95.4%, https://directindex.org/r/nasilemakbamboo.my); Penyet Express (A 95.4%, https://directindex.org/r/penyet.express); Super Saigon Bangsar KL - Pho Beef Noodle (A 95.4%, https://directindex.org/r/supersaigon.com.my); Tonkatsu by Ma Maison (A 95.4%, https://directindex.org/r/mamaison.com.my). With the three fixes above (No structured data for the business; Booking through an unrecognised third party; The server turns AI crawlers away at the door), the score would be about 90.8%. That would be 21st of 965 in Kuala Lumpur, up from 573rd. ## The direct record What agents get for Kin Gyu 金牛, as JSON: https://directindex.org/api/direct/kingyumy.com - Book: none on record - Order: none on record - Menu: https://kingyumy.com/menu.pdf (pdf; from the scan) - Hours: none on record - Phone: 03-6206 2515 - Stable links that count: https://directindex.org/go/kingyumy.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): 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 | 18.3 | 25 | | Readable | 5 | 25 | | Actionable | 6 | 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/kingyumy.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: no Keep watching this business (https://directindex.org/r/kingyumy.com/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/kingyumy.com/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=kingyumy.com&force=1