# Prodigy Lounge: Agent-Direct Score B (76.9%) Site: http://www.prodigylondon.com/ Report: https://directindex.org/r/prodigylondon.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.) Prodigy Lounge is mostly ready for agents. An AI assistant can open Prodigy Lounge's website. It can read what Prodigy Lounge offers. It finds a way to book or order directly, through Tock. ## Direct links - Book directly: https://www.exploretock.com/prodigy-lounge-london?tock_source=tock&tock_medium=search_nav (through tock acting for the business) - Menu: https://www.prodigylondon.com/menu - Phone: +442034175565 - Address: 232 Church Ln, NW9 8SN, London - WhatsApp: a link on the site ## Nearby, also direct Places near Prodigy Lounge that take a booking or an order on their own website, with no marketplace in between. - Carlton Lounge (1.1 km): https://directindex.org/r/carltonlounge.co.uk - The Green Man (1.2 km): https://directindex.org/r/thegreenmanpub.com - Elements Restaurant & Bar Wembley (1.8 km): https://directindex.org/r/accor.com ## What to fix first - **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. ``` # Prodigy Lounge > local business in 232 Church Ln, NW9 8SN, London, London cafes and bars. Phone +442034175565. ## Book or order directly - Book: https://www.exploretock.com/prodigy-lounge-london?tock_source=tock&tock_medium=search_nav (through tock acting for the business) - Menu: https://www.prodigylondon.com/menu ## About - Website: http://www.prodigylondon.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 (LocalBusiness).** no address, phone or hours in it - **Menu or price list is an HTML page.** Agents can read the items and prices. - **Booking through tock on your own domain.** There's no marketplace commission, and the customer stays yours. - **Tock works with agents through its partners.** Tock's terms (12 February 2026) prohibit robots, scripts, scrapers and automated systems except software expressly licensed by Tock; Google names Tock as an AI Mode booking partner. Terms read on 2026-10-15: https://www.exploretock.com/terms. An assistant that isn't a partner may not be able to finish there. A direct path on your own domain works for all of them. ## Where it stands 911 of 5692 in London cafes and bars. Top 16% 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% | yes | | Publish the menu or price list as HTML | 93% | yes | | Let AI crawlers in (no block at the server or in robots.txt) | 93% | yes | | Structured data with address, phone and hours | 48% | no | | Have an llms.txt | 22% | no | Nearest places in the index: The Wishing Well (F, 69 m, https://directindex.org/r/onestepdesign.co.uk); Carlton Lounge (A, 1125 m, https://directindex.org/r/carltonlounge.co.uk); The Wing Barista (D, 1168 m, https://directindex.org/r/thewingbarista.co.uk); Saha Bar & Restaurant (B, 1191 m, https://directindex.org/r/clubsaha.com); The Green Man (B, 1205 m, https://directindex.org/r/thegreenmanpub.com); The Lounge Cafe Wembley (F, 1452 m, https://directindex.org/r/mindingbellieswell.co.uk); Sozai Ltd. (F, 1705 m, https://directindex.org/r/sozai.co.uk); Elements Restaurant & Bar Wembley (B, 1770 m, https://directindex.org/r/accor.com); Cafe Anglais (C, 1785 m, https://directindex.org/r/cafeanglais.com); The Shanakee Colindale (F, 1815 m, https://directindex.org/r/theshanakee.com). ## 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 London cafes and bars and named 83 places. Prodigy Lounge wasn't one of them. See who was named: https://directindex.org/city/london-cafes-bars/recommended Compared with its peers: Sites built with Squarespace 61% (41% A or B, 32150 sites); Sites using Tock 73% (63% A or B, 782 sites); This site 76.9%. See what an AI agent reads on this site: https://directindex.org/r/prodigylondon.com/agent-view ## Businesses like Prodigy Lounge in London cafes and bars | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in London cafes and bars | 5692 | 50% | 30% | 76.9% | | Sites built with Squarespace in London cafes and bars | 566 | 67% | 48% | 76.9% | | Sites using Tock in London cafes and bars | 7 | 75% | 57% | 76.9% | | Sites built with Squarespace and using Tock in London cafes and bars | 4 | 83% | 100% | 76.9% | The best of the sites built with Squarespace and using Tock in London cafes and bars: Balls (A 93.8%, https://directindex.org/r/shoreditchballs.com); Bar Termini (B 80%, https://directindex.org/r/bar-termini-soho.com); The Bar With No Name (B 80%, https://directindex.org/r/69colebrookerow.com). With the fix above (Structured data is incomplete), the score would be about 87.7%. That would be 357th of 5,692 in London cafes and bars, up from 911th. ## The direct record What agents get for Prodigy Lounge, as JSON: https://directindex.org/api/direct/prodigylondon.com - Book: https://www.exploretock.com/prodigy-lounge-london?tock_source=tock&tock_medium=search_nav (vendor on own site: Tock; found by the scan of 2026-10-21, not yet tested) - Order: none on record - Menu: https://www.prodigylondon.com/menu (html_page; from the scan) - Hours: none on record - Phone: +442034175565 - Stable links that count: https://directindex.org/go/prodigylondon.com/book, https://directindex.org/go/prodigylondon.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 - Vendor terms for agents, Tock: Through partners. Tock's terms (12 February 2026) prohibit robots, scripts, scrapers and automated systems except software expressly licensed by Tock; Google names Tock as an AI Mode booking partner. Read 2026-10-15: https://www.exploretock.com/terms ## Score breakdown | Component | Points | Available | |---|---|---| | Reachable | 25 | 25 | | Readable | 15 | 25 | | Actionable | 10 | 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/prodigylondon.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/prodigylondon.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/prodigylondon.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=prodigylondon.com&force=1