# Company of Cooks: Agent-Direct Score B (70.6%) Site: http://www.companyofcooks.com Report: https://directindex.org/r/companyofcooks.com Scanned: 2026-10-21 (Provisional, with the action test still to come. The hatched part of the bar isn't measured yet.) Company of Cooks is mostly ready for agents. An AI assistant can open Company of Cooks's website. It can read what Company of Cooks offers. It can't find a link to book or order online. ## Direct links - Menu: https://www.companyofcooks.com/creativity#Building-menus - Phone: 020 8348 2528 - Address: Kenwood House, Hampstead Lane, NW3 7JR, London ## Nearby, also direct Places near Company of Cooks that take a booking or an order on their own website, with no marketplace in between. - Ela Kitchen (1.5 km): https://directindex.org/r/elakitchen.co.uk - Shahi Pakwaan (1.5 km): https://directindex.org/r/shahipakwaan.co.uk - The Flask (1.5 km): https://directindex.org/r/theflaskhighgate.com - Mezza Luna (1.5 km): https://directindex.org/r/mezzaluna.uk - Souvlakia Cypriot Cuisine (1.5 km): https://directindex.org/r/souvlakia.uk ## 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 - **Structured data is incomplete.** (+7 points) Missing: address, telephone, opening hours. 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. ``` # Company of Cooks > organization in Kenwood House, Hampstead Lane, NW3 7JR, London, London. Phone 020 8348 2528. ## Book or order directly - Menu: https://www.companyofcooks.com/creativity#Building-menus ## About - Website: http://www.companyofcooks.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.** 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 - **Menu or price list is an HTML page.** Agents can read the items and prices. ## Where it stands 3257 of 8985 in London. 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 | 100% | no | | Publish the menu or price list as HTML | 87% | yes | | Let AI crawlers in (no block at the server or in robots.txt) | 94% | yes | | Structured data with address, phone and hours | 64% | no | | Have an llms.txt | 37% | no | Nearest places in the index: The Old Bull & Bush (B, 884 m, https://directindex.org/r/thebullandbush.co.uk); Mia Famiglia (D, 1465 m, https://directindex.org/r/miafamiglia.co.uk); Ela Kitchen (C, 1470 m, https://directindex.org/r/elakitchen.co.uk); La Gaffe (C, 1470 m, https://directindex.org/r/lagaffe.co.uk); Shahi Pakwaan (C, 1482 m, https://directindex.org/r/shahipakwaan.co.uk); The Flask (A, 1485 m, https://directindex.org/r/theflaskhighgate.com); Tofu Vegan (F, 1496 m, https://directindex.org/r/tofuvegan.com); Centuno (F, 1499 m, https://directindex.org/r/centuno.co.uk); Mezza Luna (D, 1525 m, https://directindex.org/r/mezzaluna.uk); Souvlakia Cypriot Cuisine (B, 1525 m, https://directindex.org/r/souvlakia.uk). ## What assistants answer Asked on 2026-10-27 with web search on. 100% 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 | own site | own site | The assistants were asked 13 everyday questions about London and named 66 places. Company of Cooks wasn't one of them. See who was named: https://directindex.org/city/london/recommended **What ChatGPT said, Official website? (2026-10-27):** https://www.companyofcooks.com/ (companyofcooks.com (https://www.companyofcooks.com/?utmsource=openai)) **What ChatGPT said, Where to book? (2026-10-27):** Company of Cooks is a hospitality company, not a single restaurant with one booking page. You can browse its London restaurants and venues here: Company of Cooks’ restaurants and bars (https://www.companyofcooks.com/restaurants-bars). Choose the specific venue to find its booking option. (companyofcooks.com (https://www.companyofcooks.com/restaurants-bars?utmsource=openai)) **What ChatGPT said, Where to order? (2026-10-27):** Company of Cooks operates food venues at different locations, rather than one restaurant-wide online ordering service. Check its venue listings to find the specific restaurant and any ordering options: Company of Cooks venues (https://www.companyofcooks.com/venues). (companyofcooks.com (https://www.companyofcooks.com/venues?utmsource=openai)) **What Gemini said, Official website? (2026-10-27):** The official website of Company of Cooks, a premium hospitality and catering company that operates restaurants and provides catering services in London, United Kingdom, is https://companyofcooks.com. **What Gemini said, Where to book? (2026-10-27):** "Company of Cooks" operates as a premium hospitality and catering company across numerous venues in London and the UK, rather than a single restaurant where you can book a table directly. They provide catering services for various event spaces, including museums, galleries, cultural landmarks, heritage venues, and Livery Halls. If you are looking to book a table for a meal, you would need to specify which… **What Gemini said, Where to order? (2026-10-27):** Based on the information found, "Company of Cooks" in London, United Kingdom, appears to be a premium hospitality and catering company that operates at various venues across the UK, including cafés and destination restaurants. They specialize in providing food and drink experiences for events and specific locations, rather than operating as a traditional restaurant with a direct online ordering system for… See what an AI agent reads on this site: https://directindex.org/r/companyofcooks.com/agent-view ## Businesses like Company of Cooks in London | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in London | 8985 | 54% | 36% | 70.6% | The best of the businesses of the same kind in London: ALBA London - Italian Restaurant Knightsbridge (A 100%, https://directindex.org/r/alba-ldn.uk); AVA - Steakhouse & Grill (A 100%, https://directindex.org/r/avagrill.co.uk); Akatuki (A 100%, https://directindex.org/r/akatuki.co.uk); Aki (A 100%, https://directindex.org/r/akilondon.com); Al-Fanar (A 100%, https://directindex.org/r/alfanarrestaurant.com). With the two fixes above (No booking or ordering link on the website; Structured data is incomplete), the score would be about 96.5%. That would be 184th of 8,985 in London, up from 3257th. ## The direct record What agents get for Company of Cooks, as JSON: https://directindex.org/api/direct/companyofcooks.com - Book: none on record - Order: none on record - Menu: https://www.companyofcooks.com/creativity#Building-menus (html_page; from the scan) - Hours: none on record - Phone: 020 8348 2528 - Stable links that count: https://directindex.org/go/companyofcooks.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 | 25 | 25 | | Readable | 15 | 25 | | Actionable | 0 | 15 (the action test: pending) | | Cited | 20 | 20 | ## Agent readiness (Cloudflare) Level 1 of 5, Basic Web Presence. Cloudflare's report: https://isitagentready.com/companyofcooks.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: 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/companyofcooks.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/companyofcooks.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=companyofcooks.com&force=1