# The Constitution: Agent-Direct Score D (53.8%) Site: https://www.constitutionpimlico.co.uk/ Report: https://directindex.org/r/constitutionpimlico.co.uk Scanned: 2026-10-15 (Provisional: the action test and the assistant citation check still to come; the hatched part of the bar is not measured yet.) The Constitution is hard for agents to use. ## Direct links - Menu: https://www.constitutionpimlico.co.uk/food-drink - Phone: 020 3489 9965 ## What to fix first - **No structured data for the business.** (+14 points) Add schema.org JSON-LD for the business (CafeOrCoffeeShop, BarOrPub or the closest type, with name, address, telephone and openingHoursSpecification, plus servesCuisine). It is the one block every assistant reads first; the fix kit below has it filled in. Guide: https://directindex.org/guides/structured-data-restaurant - **No booking or ordering path at all.** (+13 points) Only a phone number or WhatsApp. Agents cannot act on those yet. Add a booking or ordering page. Guide: https://directindex.org/guides/book-direct-on-your-own-website - **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. ``` # The Constitution > bar or pub in Churton Street 42 SW1V 2LP London, London cafes and bars. Phone 020 3489 9965. ## Book or order directly - Menu: https://www.constitutionpimlico.co.uk/food-drink ## About - Website: https://www.constitutionpimlico.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.** No rule blocks the key AI user agents. - **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all received a normal response. - **Menu or price list is an HTML page.** Agents can read items and prices directly. ## Since the scan of 2026-10-14 (D then) - Fixed: nothing - New: nothing ## Where it stands 1428 of 2491 in London cafes and bars. Top 57% 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 | 100% | no | | Publish the menu or price list as HTML | 96% | yes | | Let AI crawlers in (no edge block, no robots.txt block) | 97% | yes | | Structured data with address, phone and hours | 67% | no | | Have an llms.txt | 12% | no | Nearest places in the index: Cask (C, 133 m, https://directindex.org/r/caskpubandkitchen.com); Jugged Hare (A, 202 m, https://directindex.org/r/juggedharevictoria.co.uk); Regency Cafe (B, 573 m, https://directindex.org/r/regencycafe.co.uk); CoCo Fresh Tea & Juice (F, 617 m, https://directindex.org/r/coco-tea.com); Common Breads (B, 619 m, https://directindex.org/r/commonbreads.com); Iris & June (D, 642 m, https://directindex.org/r/irisandjune.com); The Loose Box (C, 660 m, https://directindex.org/r/theloosebox.co.uk); Suzette Garden (D, 711 m, https://directindex.org/r/chezantoinette.co.uk); Flight Club Victoria (B, 718 m, https://directindex.org/r/flightclubdarts.com); ScandiKitchen Cafe & Shop - Victoria (B, 745 m, https://directindex.org/r/scandikitchen.co.uk). ## 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. Score over 2 scans since 2026-10-14: 2026-10-14 54%, 2026-10-15 54%. Against its peers: Sites built with WordPress 58% (29% A or B, 36926 sites); This site 53.8%. See what an AI agent reads on this site: https://directindex.org/r/constitutionpimlico.co.uk/agent-view ## Businesses like The Constitution in London cafes and bars | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Same kind in London cafes and bars | 2491 | 52% | 37% | 53.8% | | Built with WordPress in London cafes and bars | 755 | 65% | 46% | 53.8% | The best of Built with WordPress in London cafes and bars: Bar Américain (A 100%, https://directindex.org/r/brasseriezedel.com); The Alexandra (A 100%, https://directindex.org/r/alexandrawimbledon.com); The Cherry Tree (A 100%, https://directindex.org/r/thecherrytreedulwich.co.uk); The Loft (A 100%, https://directindex.org/r/alexandrawimbledon.com); The Roundhouse (A 100%, https://directindex.org/r/theroundhousewandsworth.com). With the two fixes above (No structured data for the business; No booking or ordering path at all) the score would be about 95.4%: 20th of 2,491 in London cafes and bars, up from 1428th. ## The direct record What agents get for The Constitution, as JSON: https://directindex.org/api/direct/constitutionpimlico.co.uk - Book: none on record - Order: none on record - Menu: https://www.constitutionpimlico.co.uk/food-drink (html_page; from the scan) - Hours: none on record - Phone: 020 3489 9965 - Stable links that count: https://directindex.org/go/constitutionpimlico.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 | 8 | 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/constitutionpimlico.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: 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: no Deep report: https://directindex.org/r/constitutionpimlico.co.uk/deep. Ten questions the way people ask, each assistant's full answer, the eight nearest similar places, the fix plan and a PDF: 19 EUR, one-off. Methodology: https://directindex.org/methodology · Rescan now: https://directindex.org/scan?url=constitutionpimlico.co.uk&force=1