# Thai Wok: Agent-Direct Score B (73.8%) Site: https://thaiwok-koeln.de/ Report: https://directindex.org/r/thaiwok-koeln.de Scanned: 2026-10-20 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.) Thai Wok is mostly ready for agents. An AI assistant can open Thai Wok's website. It can't find a menu or price list, so it answers from other sites. It finds a way to book or order directly on the site. ## Direct links - Order directly: https://thaiwok-koeln.de/bestellen (on the business's own site) - Address: 50678 ## Nearby, also direct Places near Thai Wok that take a booking or an order on their own website, with no marketplace in between. - Pizza & Pasta Traditionale (90 m): https://directindex.org/r/pizza-pasta-trad.de - Toscanini (90 m): https://directindex.org/r/toscanini.restaurant - Haus Müller (100 m): https://directindex.org/r/xn--haus-mller-kln-6pb3g.de - Otto's Burger Köln (150 m): https://directindex.org/r/ruffsburger.de - Zum Alten Brauhaus (190 m): https://directindex.org/r/zab-reissdorf.de ## What to fix first - **Structured data is incomplete.** (+7 points) Missing: address, telephone, opening hours. Guide: https://directindex.org/guides/structured-data-restaurant - **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 - **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 Wok > restaurant in 50678, Cologne. ## Book or order directly - Order: https://thaiwok-koeln.de/bestellen (on the business's own site) ## About - Website: https://thaiwok-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. - **Structured data found (Organization).** no address, phone or hours in it - **Ordering on your own site.** Agents can order without going through a marketplace. ## Where it stands 272 of 1534 in Cologne. Top 18% 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% | yes | | Publish the menu or price list as HTML | 78% | no | | 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 in the index: Schmitze Lang (F, 64 m, https://directindex.org/r/brauhaus-schmitzelang.de); Pizza & Pasta Traditionale (B, 90 m, https://directindex.org/r/pizza-pasta-trad.de); Toscanini (B, 93 m, https://directindex.org/r/toscanini.restaurant); Metzgerei Stürmer (F, 94 m, https://directindex.org/r/metzgereistuermer.de); Haus Müller (F, 102 m, https://directindex.org/r/xn--haus-mller-kln-6pb3g.de); Principessa (F, 145 m, https://directindex.org/r/principessa-koeln.de); Otto's Burger Köln (B, 147 m, https://directindex.org/r/ruffsburger.de); Gaststätte Wirtz (F, 157 m, https://directindex.org/r/wirtz-koeln.de); Zum Alten Brauhaus (C, 187 m, https://directindex.org/r/zab-reissdorf.de); La Esquina (F, 226 m, https://directindex.org/r/laesquina.de). ## 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 Cologne and named 77 places. Thai Wok wasn't one of them. See who was named: https://directindex.org/city/cologne/recommended Compared with its peers: Sites built with Webflow 56% (22% A or B, 9629 sites); This site 73.8%. See what an AI agent reads on this site: https://directindex.org/r/thaiwok-koeln.de/agent-view ## Businesses like Thai Wok in Cologne | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in Cologne | 1534 | 50% | 23% | 73.8% | | Sites built with Webflow in Cologne | 22 | 61% | 50% | 73.8% | The best of the sites built with Webflow in Cologne: Echtzeit (B 75.4%, https://directindex.org/r/echtzeit-koeln.de); Maybach (B 73.8%, https://directindex.org/r/maybach111.de); Mongo's (B 73.8%, https://directindex.org/r/mongos.de); Thai Gourmet (B 73.8%, https://directindex.org/r/thaigourmetsuelz.de); Yulia Mezze Bar (B 73.8%, https://directindex.org/r/yulia-mezzebar.de). With the two fixes above (Structured data is incomplete; No menu or price list found), the score would be about 95.4%. That would be 11th of 1,534 in Cologne, up from 272nd. ## The direct record What agents get for Thai Wok, as JSON: https://directindex.org/api/direct/thaiwok-koeln.de - Book: none on record - Order: https://thaiwok-koeln.de/bestellen (own site; found by the scan of 2026-10-20, not yet tested) - Menu: none on record - Hours: none on record - Phone: none on record - Stable links that count: https://directindex.org/go/thaiwok-koeln.de/order ## 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 | 8 | 25 | | Actionable | 15 | 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/thaiwok-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: yes - 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/thaiwok-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/thaiwok-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=thaiwok-koeln.de&force=1