# Agora at The Copper Kettle: Agent-Direct Score C (57.6%) Site: https://www.copperkettlecambridge.co.uk/ Report: https://directindex.org/r/copperkettlecambridge.co.uk Scanned: 2026-10-24 (Provisional, with the action test still to come. The hatched part of the bar isn't measured yet.) Agora at The Copper Kettle is partly visible to agents. An AI assistant can open Agora at The Copper Kettle's website. What Agora at The Copper Kettle offers is in a PDF or an image, and assistants read those badly. It can't find a link to book or order online. ## Direct links - Menu: https://www.copperkettlecambridge.co.uk/menus/Copper%20Kettle%20Breakfast%20Menu.pdf - Address: King's Parade 3-4 CB2 1SJ Cambridge ## Nearby, also direct Places near Agora at The Copper Kettle that take a booking or an order on their own website, with no marketplace in between. - The Cambridge Chop House (20 m): https://directindex.org/r/cambscuisine.co.uk - Smokeworks (60 m): https://directindex.org/r/smokeworks.co.uk - Pho (110 m): https://directindex.org/r/phocafe.co.uk - Giggling Squid (120 m): https://directindex.org/r/gigglingsquid.com - Steak and Honour (120 m): https://directindex.org/r/steakandhonour.co.uk ## 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 - **Menu or price list is a PDF.** (+3 points) Most agents skip PDFs or read them badly. Publish it as an HTML page and keep the PDF as a download. 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 ## 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. ``` # Agora at The Copper Kettle > restaurant (steak house) in King's Parade 3-4 CB2 1SJ Cambridge, Cambridge. ## Book or order directly - Menu: https://www.copperkettlecambridge.co.uk/menus/Copper%20Kettle%20Breakfast%20Menu.pdf ## About - Website: https://www.copperkettlecambridge.co.uk/ - 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. ## Where it stands 95 of 124 in Cambridge. Top 77% 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 | 92% | no | | Let AI crawlers in (no block at the server or in robots.txt) | 100% | yes | | Structured data with address, phone and hours | 69% | no | | Have an llms.txt | 38% | no | Nearest places in the index: The Cambridge Chop House (B, 21 m, https://directindex.org/r/cambscuisine.co.uk); Bread and Meat (C, 45 m, https://directindex.org/r/breadandmeat.co.uk); Smokeworks (B, 57 m, https://directindex.org/r/smokeworks.co.uk); Pho (A, 106 m, https://directindex.org/r/phocafe.co.uk); Giggling Squid (A, 116 m, https://directindex.org/r/gigglingsquid.com); Steak and Honour (B, 120 m, https://directindex.org/r/steakandhonour.co.uk); Honest Burgers (B, 158 m, https://directindex.org/r/honestburgers.co.uk); Shake Shack (B, 172 m, https://directindex.org/r/shakeshack.com); Stazione (C, 177 m, https://directindex.org/r/stazionecambridge.co.uk); Carluccio's (A, 179 m, https://directindex.org/r/carluccios.com). ## 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 | Recommended when people ask: "Good breakfast near the centre tomorrow from 8. Can I book?" (ChatGPT, Gemini) **What ChatGPT said, Official website? (2026-10-27):** https://www.copperkettlecambridge.co.uk/ (copperkettlecambridge.co.uk (https://www.copperkettlecambridge.co.uk/?utmsource=openai)) **What ChatGPT said, Where to book? (2026-10-27):** Use the restaurant’s official website to enquire about a table: https://www.copperkettlecambridge.co.uk/ (copperkettlecambridge.co.uk (https://www.copperkettlecambridge.co.uk/)) **What ChatGPT said, Where to order? (2026-10-27):** Use The Copper Kettle’s website: https://www.copperkettlecambridge.co.uk/ — though it doesn’t appear to offer online food ordering. (copperkettlecambridge.co.uk (https://www.copperkettlecambridge.co.uk/?utmsource=openai)) **What Gemini said, Official website? (2026-10-27):** The official website of Agora at The Copper Kettle, a restaurant in Cambridge, United Kingdom, is https://www.copperkettlecambridge.co.uk/. **What Gemini said, Where to book? (2026-10-27):** Based on the information available, reservations are not required at Agora at The Copper Kettle in Cambridge. There is no online booking system mentioned in the search results. If you have a special occasion or a group booking, you can contact them directly via: Phone: 01223 308448 Email: copperkettlecam@hotmail.com You can find more information about the restaurant on their website:… **What Gemini said, Where to order? (2026-10-27):** To order food online from Agora at The Copper Kettle, a restaurant in Cambridge, United Kingdom, you should use their official website: https://www.copperkettlecambridge.co.uk/. Upon visiting the website, you can explore their menu which includes a mix of daytime cafe items and evening Mediterranean cuisine. The website also states they are open every day from 8 am with their breakfast menu and continue with an… See what an AI agent reads on this site: https://directindex.org/r/copperkettlecambridge.co.uk/agent-view ## Named by ChatGPT and Gemini for "Good breakfast near the centre tomorrow from 8. Can I book?" in Cambridge, October 2026 - "Good breakfast near the centre tomorrow from 8. Can I book?" (2026-10-19): ChatGPT with a link to this site; Gemini with a link to this site. https://directindex.org/city/cambridge/recommended/breakfast Named by 2 of 2 assistants asked. Badge: https://directindex.org/badge/named/copperkettlecambridge.co.uk.svg ## Businesses like Agora at The Copper Kettle in Cambridge | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in Cambridge | 124 | 67% | 60% | 57.6% | The best of the businesses of the same kind in Cambridge: Golden Crown (A 100%, https://directindex.org/r/goldencrowncambridge.co.uk); Permit Room (A 100%, https://directindex.org/r/permitroom.co.uk); Tokoko (A 100%, https://directindex.org/r/tokoko.co.uk); Coconut (A 96.9%, https://directindex.org/r/coconutcambridge.co.uk); Carluccio's (A 96.3%, https://directindex.org/r/carluccios.com). With the three fixes above (No structured data for the business; No booking or ordering link on the website; Menu or price list is a PDF), the score would be about 96.5%. That would be 5th of 124 in Cambridge, up from 95th. ## The direct record What agents get for Agora at The Copper Kettle, as JSON: https://directindex.org/api/direct/copperkettlecambridge.co.uk - Book: none on record - Order: none on record - Menu: https://www.copperkettlecambridge.co.uk/menus/Copper%20Kettle%20Breakfast%20Menu.pdf (pdf; from the scan) - Hours: none on record - Phone: none on record - Stable links that count: https://directindex.org/go/copperkettlecambridge.co.uk/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 | 4 | 25 | | Actionable | 0 | 15 (the action test: pending) | | Cited | 20 | 20 | ## Agent readiness (Cloudflare) Level 0 of 5, Not Ready. Cloudflare's report: https://isitagentready.com/copperkettlecambridge.co.uk - 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: no Keep watching this business (https://directindex.org/r/copperkettlecambridge.co.uk/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/copperkettlecambridge.co.uk/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=copperkettlecambridge.co.uk&force=1