# Coopers London: Agent-Direct Score D (47.7%) Site: http://coopersfood.com/ Report: https://directindex.org/r/coopersfood.com Scanned: 2026-10-21 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.) Coopers London is hard for agents to use. An AI assistant can open Coopers London'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 - Phone: +442074051210 - Address: 82 Fetter Ln, EC4A 1EQ, London ## Nearby, also direct Places near Coopers London that take a booking or an order on their own website, with no marketplace in between. - City Masala (80 m): https://directindex.org/r/citymasala.co.uk - Hotori (100 m): https://directindex.org/r/hotori.co.uk - 26 Furnival Street (110 m): https://directindex.org/r/26furnivalstreet.com - Honi Poke (130 m): https://directindex.org/r/honipoke.com - The Chancery (160 m): https://directindex.org/r/guidoskitchen.co.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 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 - **Almost no text without JavaScript.** (+2 points) Crawlers that don't run scripts see an empty page. Put the menu, hours and address in plain HTML. Guide: https://directindex.org/guides/website-blank-without-javascript - **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. ``` # Coopers London > organization in 82 Fetter Ln, EC4A 1EQ, London, London. Phone +442074051210. ## About - Website: http://coopersfood.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.** There's no robots.txt, which means everything is allowed. - **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 ## Where it stands 5673 of 8985 in London. Top 63% 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% | no | | 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: City Masala (B, 77 m, https://directindex.org/r/citymasala.co.uk); Hotori (A, 95 m, https://directindex.org/r/hotori.co.uk); 26 Furnival Street (B, 109 m, https://directindex.org/r/26furnivalstreet.com); Shoo Loong Kan Hotpot London (F, 115 m, https://directindex.org/r/shooloongkanuk.co.uk); Honi Poke (B, 132 m, https://directindex.org/r/honipoke.com); The Chancery (B, 161 m, https://directindex.org/r/guidoskitchen.co.uk); Olive and Squash (D, 173 m, https://directindex.org/r/oliveandsquash.co.uk); Mugen (F, 248 m, https://directindex.org/r/mugenholdings.com); Gigi's Bar Restaurant (B, 269 m, https://directindex.org/r/gigi.co.uk); The India - Fleet Street (A, 290 m, https://directindex.org/r/theindia4.restaurant). ## 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 13 everyday questions about London and named 66 places. Coopers London wasn't one of them. See who was named: https://directindex.org/city/london/recommended Compared with its peers: Sites built with WordPress 55% (25% A or B, 236087 sites); This site 47.7%. See what an AI agent reads on this site: https://directindex.org/r/coopersfood.com/agent-view ## Businesses like Coopers London in London | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in London | 8985 | 54% | 36% | 47.7% | | Sites built with WordPress in London | 2671 | 66% | 48% | 47.7% | The best of the sites built with WordPress in London: AVA - Steakhouse & Grill (A 100%, https://directindex.org/r/avagrill.co.uk); Aki (A 100%, https://directindex.org/r/akilondon.com); Ara Restaurant (A 100%, https://directindex.org/r/ararestaurant.co.uk); Baba Restaurant Chelsea (A 100%, https://directindex.org/r/babachelsea.co.uk); Bonheur by Matt Abe (A 100%, https://directindex.org/r/bonheurbymattabe.com). With the three fixes above (No booking or ordering link on the website; Structured data is incomplete; No menu or price list found), the score would be about 92.3%. That would be 432nd of 8,985 in London, up from 5673rd. ## The direct record What agents get for Coopers London, as JSON: https://directindex.org/api/direct/coopersfood.com - Book: none on record - Order: none on record - Menu: none on record - Hours: none on record - Phone: +442074051210 ## 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 | 23 | 25 | | Readable | 8 | 25 | | Actionable | 0 | 15 (the action test: pending) | | Cited | 0 | 0 (the assistant citation check: pending) | ## Agent readiness (Cloudflare) Level 0 of 5, Not Ready. Cloudflare's report: https://isitagentready.com/coopersfood.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: no (how: https://isitagentready.com/.well-known/agent-skills/ai-rules/SKILL.md) - 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/coopersfood.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/coopersfood.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 ยท Rescan now: https://directindex.org/scan?url=coopersfood.com&force=1