# Thai Food II: Agent-Direct Score D (53.3%) Site: http://www.thaifood-koeln.de Report: https://directindex.org/r/thaifood-koeln.de Scanned: 2026-10-20 (Provisional, with the action test still to come. The hatched part of the bar isn't measured yet.) Thai Food II is hard for agents to use. An AI assistant can open Thai Food II's website. It can read what Thai Food II offers. It can't find a link to book or order online. ## Direct links - Menu: https://thaifood-koeln.de/#Speisekarte - Phone: +49 221 2573228 - Hours, from OpenStreetMap · Overture Maps: Tu-Sa 18:30+ ## Nearby, also direct Places near Thai Food II that take a booking or an order on their own website, with no marketplace in between. - Thai Imbiß (560 m): https://directindex.org/r/thai-imbiss-koeln.de - Bangkok (750 m): https://directindex.org/r/bangkok-thai-restaurant.de ## What to fix first - **No structured data for the business.** (+15 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 - **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 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) - **No English version declared.** Visitors from abroad, and assistants answering in English, read the page as it is. In Cologne, 15% of comparable sites declare one. ## 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. ``` # Thai Food II > restaurant (thai) in Cologne. Phone +49 221 2573228. ## Book or order directly - Menu: https://thaifood-koeln.de/#Speisekarte ## Opening hours Tu-Sa 18:30+ ## About - Website: http://www.thaifood-koeln.de - 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. - **Menu or price list is an HTML page.** Agents can read the items and prices. ## Where it stands 734 of 1534 in Cologne. Top 48% 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 | 96% | no | | Publish the menu or price list as HTML | 78% | yes | | Let AI crawlers in (no block at the server or in robots.txt) | 91% | yes | | Structured data with address, phone and hours | 48% | no | | Have an llms.txt | 29% | no | Nearest places with a similar menu: Buriram (C, 298 m, https://directindex.org/r/buriramthai.de); Thai Haus (F, 337 m, https://directindex.org/r/thaihaus.de); Thai Imbiß (D, 556 m, https://directindex.org/r/thai-imbiss-koeln.de); Chok Dee (F, 641 m, https://directindex.org/r/chokdee.de); Kitti Chai (D, 675 m, https://directindex.org/r/kittichai.de); asia thai gourmet (C, 719 m, https://directindex.org/r/asia-thai-gourmet-2.de); Bangkok (B, 745 m, https://directindex.org/r/bangkok-thai-restaurant.de); Khun Mae (D, 971 m, https://directindex.org/r/khun-mae.com); Thai Viet (D, 1307 m, https://directindex.org/r/thaiimbisskoelnkoeln.de); Krua Thai am Heumarkt (D, 1390 m, https://directindex.org/r/kruathai.koeln). ## What assistants answer Asked on 2026-10-27 with web search on. 67% of the answers pointed to the business's own site or to a vendor working for it. That share is the Cited part of the score. | Assistant | Official website? | Where to book? | Where to order? | |---|---|---|---| | ChatGPT | own site | own site | own site | | Gemini | own site | other site: www.asia-zone.com | marketplace: justeat | The assistants were asked 12 everyday questions about Cologne and named 77 places. Thai Food II wasn't one of them. See who was named: https://directindex.org/city/cologne/recommended **What ChatGPT said, Official website? (2026-10-27):** https://www.thaifood-koeln.de/ (unilocal.de (https://unilocal.de/deutschland/koln/thai-food-2?utmsource=openai)) **What ChatGPT said, Where to book? (2026-10-27):** Use the restaurant’s website: thaifood-koeln.de (https://thaifood-koeln.de/). I couldn’t find an online booking form there, so you may need to reserve by phone. (unilocal.de (https://unilocal.de/deutschland/koln/thai-food-2?utmsource=openai)) **What ChatGPT said, Where to order? (2026-10-27):** You can order online from Thai Food in Cologne here: https://thaifood-koeln.de/ (https://thaifood-koeln.de/) (thaifood-koeln.de (https://thaifood-koeln.de/impressum/?utmsource=openai)) **What Gemini said, Official website? (2026-10-27):** The official website of Thai Food II, a restaurant in Cologne, Germany, is http://www.thaifood-koeln.de/. **What Gemini said, Where to book? (2026-10-27):** You can book a table online at Thai Food II in Cologne, Germany, through the Asia-Zone platform on their website. Here is the link you should use: https://www.asia-zone.com/thai-food-ii-koeln/ (https://www.asia-zone.com/thai-food-ii-koeln/) **What Gemini said, Where to order? (2026-10-27):** You can order food online from Thai Food II (also listed as Thai Gourmet 2) in Cologne, Germany, through the following platforms: Lieferando.de: https://www.lieferando.de/menu/thai-gourmet-2-koln (https://www.lieferando.de/menu/thai-gourmet-2-koln) Wolt: https://wolt.com/de/deu/cologne/restaurant/thai-gourmet-2 (https://wolt.com/de/deu/cologne/restaurant/thai-gourmet-2) Uber Eats:… Compared with its peers: Sites built with WordPress 55% (25% A or B, 236087 sites); This site 53.3%. See what an AI agent reads on this site: https://directindex.org/r/thaifood-koeln.de/agent-view ## Why the assistants send people elsewhere Why (2026-10-27): Gemini sent users to Asia-Zone and third-party delivery platforms like Lieferando because the website has no booking or ordering links and lacks structured data for the business. ## Businesses like Thai Food II in Cologne | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in Cologne | 1534 | 50% | 23% | 53.3% | | Sites built with WordPress in Cologne | 546 | 61% | 34% | 53.3% | The best of the sites built with WordPress in Cologne: Bulgogi Haus (A 100%, https://directindex.org/r/bulgogi-haus.de); Caruso Pasta Bar (A 97.5%, https://directindex.org/r/caruso-pastabar.de); Kuschari König (A 96.9%, https://directindex.org/r/kuscharikoenig.de); El Barrio (A 96.3%, https://directindex.org/r/elbarrio-koeln.de); Carmen & Rosa (A 95.4%, https://directindex.org/r/carmenrosa-gourmet.de). With the two fixes above (No structured data for the business; No booking or ordering link on the website), the score would be about 88.6%. That would be 68th of 1,534 in Cologne, up from 734th. ## The direct record What agents get for Thai Food II, as JSON: https://directindex.org/api/direct/thaifood-koeln.de - Book: none on record - Order: none on record - Menu: https://thaifood-koeln.de/#Speisekarte (html_page; from the scan) - Hours: Tu-Sa 18:30+ (from OpenStreetMap) - Phone: +49 221 2573228 - Stable links that count: https://directindex.org/go/thaifood-koeln.de/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 | 25 | 25 | | Readable | 7 | 25 | | Actionable | 0 | 15 (the action test: pending) | | Cited | 13.3 | 20 | ## Agent readiness (Cloudflare) Level 1 of 5, Basic Web Presence. Cloudflare's report: https://isitagentready.com/thaifood-koeln.de - 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: yes - OAuth protected resource metadata: yes - 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/thaifood-koeln.de/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/thaifood-koeln.de/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=thaifood-koeln.de&force=1