# Mr Falafel: Agent-Direct Score C (69.2%) Site: http://mr-falafel.co.uk Report: https://directindex.org/r/mr-falafel.co.uk 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.) Mr Falafel is partly visible to agents. An AI assistant can open Mr Falafel's website. What Mr Falafel offers is in a PDF or an image, and assistants read those badly. It finds a way to book or order directly on the site. ## Direct links - Order directly: https://www.mr-falafel.co.uk/online-ordering/ (on the business's own site) - Menu: https://www.mr-falafel.co.uk/wp-content/uploads/2023/03/Mr-Falafel-Menu-March23.pdf - Phone: 020 8202 6845 - Address: 119 Brent Street, NW4 2DX, London ## Nearby, also direct Places near Mr Falafel that take a booking or an order on their own website, with no marketplace in between. - Hummus Bar Hendon (30 m): https://directindex.org/r/hummusbar.co.uk - White House (160 m): https://directindex.org/r/whitehouseexpress.com - Kaifeng (350 m): https://directindex.org/r/kaifeng.co.uk ## What to fix first - **No structured data for the business.** (+14 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 - **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. ``` # Mr Falafel > local business (falafel) in 119 Brent Street, NW4 2DX, London, London. Phone 020 8202 6845. ## Book or order directly - Order: https://www.mr-falafel.co.uk/online-ordering/ (on the business's own site) - Menu: https://www.mr-falafel.co.uk/wp-content/uploads/2023/03/Mr-Falafel-Menu-March23.pdf ## About - Website: http://mr-falafel.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 main AI user agents. - **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all got a normal response. - **Ordering on your own site.** Agents can order without going through a marketplace. ## Where it stands 3361 of 8985 in London. Top 37% 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 | 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: Original Lahore Restaurant & Takeaway (F, 23 m, https://directindex.org/r/originallahore.com); Hummus Bar Hendon (B, 25 m, https://directindex.org/r/hummusbar.co.uk); Colono (F, 96 m, https://directindex.org/r/colono.co.uk); Senator Lounge (D, 151 m, https://directindex.org/r/senatorlounge.co.uk); White House (C, 161 m, https://directindex.org/r/whitehouseexpress.com); Iskele (F, 266 m, https://directindex.org/r/iskele.co.uk); Tasty Burger & Tasty Grill (F, 310 m, https://directindex.org/r/meal2go.com); Kaifeng (B, 345 m, https://directindex.org/r/kaifeng.co.uk); Hello Pizza (F, 606 m, https://directindex.org/r/helllopizzas.com); Moyo Nigerian and Japenese Restaurant Hendon (F, 611 m, https://directindex.org/r/moyolondon.co.uk). ## 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 23 everyday questions about London and named 108 places. Mr Falafel 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, 236086 sites); This site 69.2%. See what an AI agent reads on this site: https://directindex.org/r/mr-falafel.co.uk/agent-view ## Businesses like Mr Falafel in London | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in London | 8985 | 54% | 36% | 69.2% | | Sites built with WordPress in London | 2671 | 66% | 48% | 69.2% | 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 two fixes above (No structured data for the business; Menu or price list is a PDF), the score would be about 95.4%. That would be 187th of 8,985 in London, up from 3361st. ## The direct record What agents get for Mr Falafel, as JSON: https://directindex.org/api/direct/mr-falafel.co.uk - Book: none on record - Order: https://www.mr-falafel.co.uk/online-ordering/ (own site; found by the scan of 2026-10-21, not yet tested) - Menu: https://www.mr-falafel.co.uk/wp-content/uploads/2023/03/Mr-Falafel-Menu-March23.pdf (pdf; from the scan) - Hours: none on record - Phone: 020 8202 6845 - Stable links that count: https://directindex.org/go/mr-falafel.co.uk/order, https://directindex.org/go/mr-falafel.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 | 5 | 25 | | Actionable | 15 | 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/mr-falafel.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 Keep watching this business (https://directindex.org/r/mr-falafel.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/mr-falafel.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 ยท Rescan now: https://directindex.org/scan?url=mr-falafel.co.uk&force=1