# Thai Restaurant YumYum: Agent-Direct Score C (56.5%) Site: http://www.yumyumthain16.co.uk/ Report: https://directindex.org/r/yumyumthain16.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.) Thai Restaurant YumYum is partly visible to agents. Some AI assistants are turned away by Thai Restaurant YumYum's website. What Thai Restaurant YumYum offers is in a PDF or an image, and assistants read those badly. It finds a way to book or order directly, through Favourite Table. ## Direct links - Book directly: https://booking.favouritetable.com/?SiteCode=2297 (through favouritetable acting for the business) - Order directly: https://yum-yum-thai-restaurant.square.site/ (through square acting for the business) - Menu: https://yumyumthain16.co.uk/wp-content/uploads/2026/10/YY-Christmas-Menu-1-_A4-Dual-Side-2026.pdf - Phone: +442072546751 - Address: 187 Stoke Newington High St, N16 0LH, London ## Nearby, also direct Places near Thai Restaurant YumYum that take a booking or an order on their own website, with no marketplace in between. - Tom Yum Kitchen (1.4 km): https://directindex.org/r/tomyum-kitchen.co.uk - Farang (1.8 km): https://directindex.org/r/faranglondon.co.uk - Korat Thai Cafe (1.9 km): https://directindex.org/r/koratthaicafe.co.uk - Rosa's Thai Cafe (3.4 km): https://directindex.org/r/rosasthai.com - Thai Square (3.7 km): https://directindex.org/r/thaisq.com ## 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 - **The server turns AI crawlers away at the door.** (+3.3 points) Requests as GPTBot (http_429) were refused, but a normal browser got the page. That's usually a bot list at the host or in a firewall that the owner never chose. Ask the host to allow these user agents. Guide: https://directindex.org/guides/blocking-ai-crawlers-without-knowing - **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. ``` # Thai Restaurant YumYum > local business (thai) in 187 Stoke Newington High St, N16 0LH, London, London. Phone +442072546751. ## Book or order directly - Book: https://booking.favouritetable.com/?SiteCode=2297 (through favouritetable acting for the business) - Order: https://yum-yum-thai-restaurant.square.site/ (through square acting for the business) - Menu: https://yumyumthain16.co.uk/wp-content/uploads/2026/10/YY-Christmas-Menu-1-_A4-Dual-Side-2026.pdf ## About - Website: http://www.yumyumthain16.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. - **Booking through favouritetable on your own domain.** There's no marketplace commission, and the customer stays yours. - **Ordering through square on your own domain.** There's no marketplace commission, and the customer stays yours. ## Where it stands 4885 of 8985 in London. Top 54% 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% | no | | Structured data with address, phone and hours | 64% | no | | Have an llms.txt | 37% | no | Nearest places with a similar menu: Yum Yum (F, 17 m, https://directindex.org/r/yumyum.co.uk); Tom Yum Kitchen (B, 1395 m, https://directindex.org/r/tomyum-kitchen.co.uk); Ban Thai Hackney (C, 1689 m, https://directindex.org/r/banthaihackney.co.uk); Farang (A, 1772 m, https://directindex.org/r/faranglondon.co.uk); Korat Thai Cafe (A, 1851 m, https://directindex.org/r/koratthaicafe.co.uk); Granary Thai Cafe (C, 2962 m, https://directindex.org/r/thaigranary.com); Rosa's Thai Cafe (C, 3424 m, https://directindex.org/r/rosasthai.com); Thai Square (B, 3716 m, https://directindex.org/r/thaisq.com); Mum Likes Thai Food (C, 4121 m, https://directindex.org/r/mumlikesthaifood.com); Zappzaa Thai Cafe (B, 4121 m, https://directindex.org/r/zappzaa.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 23 everyday questions about London and named 108 places. Thai Restaurant YumYum 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); Sites using Favourite Table 70% (59% A or B, 51 sites); Sites using Square 65% (42% A or B, 5422 sites); This site 56.5%. See what an AI agent reads on this site: https://directindex.org/r/yumyumthain16.co.uk/agent-view ## Businesses like Thai Restaurant YumYum in London | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in London | 8985 | 54% | 36% | 56.5% | | Sites built with WordPress in London | 2671 | 66% | 48% | 56.5% | | Sites using Favourite Table in London | 29 | 71% | 59% | 56.5% | | Sites built with WordPress and using Favourite Table in London | 16 | 70% | 63% | 56.5% | The best of the sites built with WordPress and using Favourite Table in London: Jamon Jamon (A 86.2%, https://directindex.org/r/jamonjamonrestaurants.com); Lola Tapas & Wine - Restaurant Oval (A 86.2%, https://directindex.org/r/lolatapas.co.uk); Est. India (B 78.5%, https://directindex.org/r/estindia.co.uk); Katchori (B 78.5%, https://directindex.org/r/kachorirestaurant.com); Mango (B 76.9%, https://directindex.org/r/lovemango.co.uk). With the three fixes above (No structured data for the business; The server turns AI crawlers away at the door; Menu or price list is a PDF), the score would be about 87.7%. That would be 818th of 8,985 in London, up from 4885th. ## The direct record What agents get for Thai Restaurant YumYum, as JSON: https://directindex.org/api/direct/yumyumthain16.co.uk - Book: https://booking.favouritetable.com/?SiteCode=2297 (vendor on own site: Favourite Table; found by the scan of 2026-10-21, not yet tested) - Order: https://yum-yum-thai-restaurant.square.site/ (vendor on own site: Square; found by the scan of 2026-10-21, not yet tested) - Menu: https://yumyumthain16.co.uk/wp-content/uploads/2026/10/YY-Christmas-Menu-1-_A4-Dual-Side-2026.pdf (pdf; from the scan) - Hours: none on record - Phone: +442072546751 - Stable links that count: https://directindex.org/go/yumyumthain16.co.uk/book, https://directindex.org/go/yumyumthain16.co.uk/order, https://directindex.org/go/yumyumthain16.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): yes - Vendor terms for agents, Favourite Table: Not stated. The terms do not address an agent acting for a person (several bar scraping or data extraction only), could not be read on the date given, or the vendor has not been researched yet. ## Score breakdown | Component | Points | Available | |---|---|---| | Reachable | 21.7 | 25 | | Readable | 5 | 25 | | Actionable | 10 | 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/yumyumthain16.co.uk - Link headers on the homepage: no (how: https://isitagentready.com/.well-known/agent-skills/link-headers/SKILL.md) - sitemap.xml: no (how: https://isitagentready.com/.well-known/agent-skills/sitemap/SKILL.md) - 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/yumyumthain16.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/yumyumthain16.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=yumyumthain16.co.uk&force=1