# สถาบันสอนทำอาหารญี่ปุ่นร้อยเยน: Agent-Direct Score C (55.4%) Site: http://www.chefstation.net/ Report: https://directindex.org/r/chefstation.net 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.) สถาบันสอนทำอาหารญี่ปุ่นร้อยเยน is partly visible to agents. An AI assistant can open สถาบันสอนทำอาหารญี่ปุ่นร้อยเยน'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 - Address: ถนนลาซาล ซอยพลอยงาม บางนาใต้ บางนา, 10260, กรุงเทพมหานคร - Languages: English, Thai ## Nearby, also direct Places near สถาบันสอนทำอาหารญี่ปุ่นร้อยเยน that take a booking or an order on their own website, with no marketplace in between. - NIKUSHO Bangna (Inside Chic Republic Bangna) (850 m): https://directindex.org/r/chicrepublicthai.com ## What to fix first - **No booking or ordering 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 booking or ordering page on your own domain. Guide: https://directindex.org/guides/book-direct-on-your-own-website - **No menu or price list found.** (+7 points) Agents answer 'what do they offer?' from marketplaces instead. Add a page with the menu or price list and link to it from the homepage. Guide: https://directindex.org/guides/menu-pdf-ai - **Structured data is incomplete.** (+4 points) Missing: address, telephone. 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 ## 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. ``` # สถาบันสอนทำอาหารญี่ปุ่นร้อยเยน > food establishment (asian) in ถนนลาซาล ซอยพลอยงาม บางนาใต้ บางนา, 10260, กรุงเทพมหานคร, Bangkok. ## About - Website: http://www.chefstation.net/ - 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 (FoodEstablishment).** opening hours ## Where it stands 695 of 1923 in Bangkok. Top 36% 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 | 88% | no | | Publish the menu or price list as HTML | 86% | no | | Let AI crawlers in (no block at the server or in robots.txt) | 92% | yes | | Structured data with address, phone and hours | 39% | no | | Have an llms.txt | 51% | no | Nearest places in the index: Spicy Cat La Meow ล่าเมียว หม่าล่า DIY Seacon ศรีนครินทร์ ชั้น 4 辣喵湘菜 (F, 571 m, https://directindex.org/r/lameow.com); Sumibi Yakiniku Nikusho Bangna (B, 852 m, https://directindex.org/r/yakinikunikushobangna.com); NIKUSHO Bangna (Inside Chic Republic Bangna) (B, 852 m, https://directindex.org/r/chicrepublicthai.com); Yentafo Song Krueng Seacon Square Branch (F, 885 m, https://directindex.org/r/boontongkeethailand.com); TheChefCatering (C, 1723 m, https://directindex.org/r/thechefcatering.com); Central Bangna Food Court (F, 1964 m, https://directindex.org/r/central.co.th); ร้านซูชิ ฮานะ บางนา (F, 2009 m, https://directindex.org/r/mr-sushi.com); บริษัท ไทยประเสริฐพลาสติก จำกัด (F, 2717 m, https://directindex.org/r/thaiprasert.com); หมู่บ้านบ้านกลางกรุง @ศรีนครินทร์46/1 (C, 2753 m, https://directindex.org/r/apthai.com); Macaria Bangkok (C, 3119 m, https://directindex.org/r/macariabangkok.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 Bangkok and named 66 places. สถาบันสอนทำอาหารญี่ปุ่นร้อยเยน wasn't one of them. See who was named: https://directindex.org/city/bangkok/recommended Compared with its peers: Sites built with WordPress 57% (28% A or B, 145483 sites); This site 55.4%. See what an AI agent reads on this site: https://directindex.org/r/chefstation.net/agent-view ## Businesses like สถาบันสอนทำอาหารญี่ปุ่นร้อยเยน in Bangkok | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in Bangkok | 1923 | 46% | 20% | 55.4% | | Sites built with WordPress in Bangkok | 545 | 57% | 27% | 55.4% | The best of the sites built with WordPress in Bangkok: Addictions by Kitch Witch (A 100%, https://directindex.org/r/bangkok-addictions.com); Khaan Thai (A 100%, https://directindex.org/r/khaanbkk.com); Rasayana Retreat (A 100%, https://directindex.org/r/rasayanaretreat.com); Yankii Robatayaki & Bar (A 100%, https://directindex.org/r/yankiirestaurant.com); Blue Elephant (A 95.4%, https://directindex.org/r/blueelephant.com). With the three fixes above (No booking or ordering link on the website; No menu or price list found; Structured data is incomplete), the score would be about 95.4%. That would be 18th of 1,923 in Bangkok, up from 695th. ## The direct record What agents get for สถาบันสอนทำอาหารญี่ปุ่นร้อยเยน, as JSON: https://directindex.org/api/direct/chefstation.net - Book: none on record - Order: none on record - Menu: none on record - Hours: none on record - Phone: none on record ## 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 | 11 | 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/chefstation.net - 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/chefstation.net/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/chefstation.net/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=chefstation.net&force=1