# Chang Thai: Agent-Direct Score C (55.4%) Site: https://changthai.koeln/ Report: https://directindex.org/r/changthai.koeln Scanned: 2026-10-14 (Provisional: the action test and the assistant citation check still to come; the hatched part of the bar is not measured yet.) Chang Thai is partly visible to agents. An AI assistant can open the website of Chang Thai. It finds no menu or price list, so it answers from other sites. It finds no link to book or order online, only a phone number. ## Direct links - Phone: +49 221 29966093 ## What to fix first - **No booking or ordering link on the website.** (+13 points) Only a phone number or WhatsApp, which agents cannot use yet. If you take bookings or orders through a platform, link to it from the site so an agent can find it. Add a booking or ordering page. 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 menu or price list page and link it from the homepage. Guide: https://directindex.org/guides/menu-pdf-ai - **Structured data is incomplete.** (+6 points) Missing: address, telephone, opening hours. Guide: https://directindex.org/guides/structured-data-restaurant - **No llms.txt.** (no points, still worth doing) Optional today, cheap to add: a short text file describing the business for language models. Guide: https://directindex.org/guides/llms-txt-for-a-business ## Fix kit: What to paste Structured data (JSON-LD). One block in the page's head, or in the builder's custom-code slot. Replace anything that is wrong. ```html ``` llms.txt. Save as /llms.txt at the root of the site. ``` # Chang Thai > restaurant (thai) in Berrenrather Straße 196 50937 Köln, Cologne. Phone +49 221 29966093. ## Opening hours Mo-Sa 11:30-22:00; Su,PH 14:00-22:00 ## About - Website: https://changthai.koeln/ - 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 key AI user agents. - **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all received a normal response. - **Structured data present (Organization).** but without address, phone or hours ## Where it stands 419 of 986 in Cologne. Top 42% of the sites scanned in this index. | What the top tenth of the index does | Top 10% | This site | |---|---|---| | Take bookings or orders on their own domain | 91% | no | | Publish the menu or price list as HTML | 86% | no | | Let AI crawlers in (no edge block, no robots.txt block) | 97% | yes | | Structured data with address, phone and hours | 51% | no | | Have an llms.txt | 22% | no | Nearest places with a similar menu: Thai Gourmet (D, 322 m, https://directindex.org/r/thaigourmetsuelz.de); Saitong Thai-Imbiss (C, 426 m, https://directindex.org/r/saitong-thai-imbiss.de); Bangkok (B, 1460 m, https://directindex.org/r/bangkok-thai-restaurant.de); asia thai gourmet (C, 1531 m, https://directindex.org/r/asia-thai-gourmet-2.de); Buriram (C, 1889 m, https://directindex.org/r/buriramthai.de); Chok Dee (F, 2130 m, https://directindex.org/r/chokdee.de); Asia Thai Gourmet (C, 2410 m, https://directindex.org/r/asia-thaigourmet-bonner-str.de); Kitti Chai (D, 2507 m, https://directindex.org/r/kittichai.de); Thai Imbiß (F, 2547 m, https://directindex.org/r/thai-imbiss-koeln.de); Krua Thai am Heumarkt (D, 2906 m, https://directindex.org/r/kruathai.koeln). ## What assistants answer Not asked yet. Assistants are asked about the top-ranked businesses in each city index, and about every claimed business the moment it is claimed; claim this page to be included. Against its peers: Sites built with WordPress 58% (29% A or B, 36926 sites); This site 55.4%. See what an AI agent reads on this site: https://directindex.org/r/changthai.koeln/agent-view ## Businesses like Chang Thai in Cologne | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in Cologne | 986 | 51% | 24% | 55.4% | | Sites built with WordPress in Cologne | 390 | 61% | 34% | 55.4% | 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); El Barrio (A 96.3%, https://directindex.org/r/elbarrio-koeln.de); Em Kölsche Boor (A 95.4%, https://directindex.org/r/koelscheboor.com); Gaffel am Dom (A 95.4%, https://directindex.org/r/gaffelamdom.de). 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%: 7th of 986 in Cologne, up from 419th. ## The direct record What agents get for Chang Thai, as JSON: https://directindex.org/api/direct/changthai.koeln - Book: none on record - Order: none on record - Menu: none on record - Hours: Mo-Sa 11:30-22:00; Su,PH 14:00-22:00 (closed now) (from OpenStreetMap) - Phone: +49 221 29966093 ## 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): not measured - ACP discovery document (/.well-known/acp.json, OpenAI and Stripe's Agentic Commerce Protocol): not measured - 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): not measured Not measured at this scan; the next scan measures it. ## Score breakdown | Component | Points | Available | |---|---|---| | Reachable | 25 | 25 | | Readable | 9 | 25 | | Actionable | 2 | 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/changthai.koeln - 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/changthai.koeln/plan): the assistants asked again every month, with what changed; 2 EUR a month or 19 EUR a year. Deep report: https://directindex.org/r/changthai.koeln/deep. Ten questions the way people ask, each assistant's full answer, the eight nearest similar places, the fix plan and a PDF: 5 EUR, one-off. 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=changthai.koeln&force=1