# Mr Wongs Wok N Box: Agent-Direct Score D (41.5%) Site: https://www.mrwongswokandbox.co.uk/ Report: https://directindex.org/r/mrwongswokandbox.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 Wongs Wok N Box is hard for agents to use. An AI assistant can open Mr Wongs Wok N Box's website. What Mr Wongs Wok N Box offers is on another site. It can't find a link to book or order online. ## Direct links - Phone: +442074239080 - Address: 237 Mile End Rd, E1 4AA, London ## Nearby, also direct Places near Mr Wongs Wok N Box that take a booking or an order on their own website, with no marketplace in between. - Empire (640 m): https://directindex.org/r/omniplexcinemas.co.uk - Dragon Chef (1 km): https://directindex.org/r/dragonchef.co.uk - New Beijing Chinese Restaurant (1.7 km): https://directindex.org/r/dashihui.uk - Noodle St (2 km): https://directindex.org/r/noodlestreet.co.uk - Hotto Potto (2 km): https://directindex.org/r/hottopotto.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 on another site.** (+5 points) The link goes to allergymenu.uk, so that site gets the credit and the visits. 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 Wongs Wok N Box > local business (chinese) in 237 Mile End Rd, E1 4AA, London, London. Phone +442074239080. ## Book or order directly - Menu: https://allergymenu.uk/menu/ZUN796 ## About - Website: https://www.mrwongswokandbox.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. ## Where it stands 6056 of 8985 in London. Top 67% 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 | 87% | no | | Let AI crawlers in (no block at the server or in robots.txt) | 94% | yes | | Structured data with address, phone and hours | 63% | no | | Have an llms.txt | 37% | no | Nearest places with a similar menu: Empire (C, 637 m, https://directindex.org/r/omniplexcinemas.co.uk); Wonderful House (F, 704 m, https://directindex.org/r/info-france.co.uk); Dragon Chef (B, 1029 m, https://directindex.org/r/dragonchef.co.uk); Shan Shui Jian (F, 1091 m, https://directindex.org/r/shanshuijian.com); New Beijing Chinese Restaurant (A, 1671 m, https://directindex.org/r/dashihui.uk); One Rice (D, 1889 m, https://directindex.org/r/onericelondon.com); Three Rounds Tavern (C, 1933 m, https://directindex.org/r/threerounds.co.uk); Noodle St (C, 1977 m, https://directindex.org/r/noodlestreet.co.uk); Hotto Potto (C, 2019 m, https://directindex.org/r/hottopotto.co.uk); Cirilo Noodle Bar and Grill (C, 2075 m, https://directindex.org/r/cirilonoodlebar.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 Wongs Wok N Box wasn't one of them. See who was named: https://directindex.org/city/london/recommended Compared with its peers: Sites built with WordPress 55% (24% A or B, 251601 sites); This site 41.5%. See what an AI agent reads on this site: https://directindex.org/r/mrwongswokandbox.co.uk/agent-view ## Businesses like Mr Wongs Wok N Box in London | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in London | 8985 | 54% | 36% | 41.5% | | Sites built with WordPress in London | 2671 | 66% | 48% | 41.5% | 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 three fixes above (No structured data for the business; No booking or ordering link on the website; Menu or price list is on another site), the score would be about 95.4%. That would be 187th of 8,985 in London, up from 6056th. ## The direct record What agents get for Mr Wongs Wok N Box, as JSON: https://directindex.org/api/direct/mrwongswokandbox.co.uk - Book: none on record - Order: none on record - Menu: https://allergymenu.uk/menu/ZUN796 (external; from the scan) - Hours: none on record - Phone: +442074239080 - Stable links that count: https://directindex.org/go/mrwongswokandbox.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 | 2 | 25 | | Actionable | 0 | 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/mrwongswokandbox.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/mrwongswokandbox.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/mrwongswokandbox.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=mrwongswokandbox.co.uk&force=1