# Marco Pierre White Steakhouse Bar & Grill: Agent-Direct Score C (55.4%) Site: https://www.londonsteakhousecompany.com Report: https://directindex.org/r/londonsteakhousecompany.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.) Marco Pierre White Steakhouse Bar & Grill is partly visible to agents. An AI assistant can open Marco Pierre White Steakhouse Bar & Grill's website. It can't find a menu or price list, so it answers from other sites. It finds a way to book or order directly, through ResDiary. ## Direct links - Book directly: https://booking.resdiary.com/widget/FixedSize/MarcoPierreWhiteSteakAlehouse/5248 (through resdiary acting for the business) - Phone: 020 7247 5050 - Address: 109-117 Middlesex St, E1 7JF, London ## Nearby, also direct Places near Marco Pierre White Steakhouse Bar & Grill that take a booking or an order on their own website, with no marketplace in between. - Dilchad (50 m): https://directindex.org/r/dilchad.com - Yeye's Noodle & Dumpling (60 m): https://directindex.org/r/yeyelondon.co.uk - Boulebar Spitalfields (70 m): https://directindex.org/r/boulebar.co.uk - Canto Corvino (90 m): https://directindex.org/r/cantocorvino.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 - **No menu or price list found.** (+7 points) Agents answer 'what do they offer?' from marketplaces instead. Add a page with the menu or price list and link to it from the homepage. 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. ``` # Marco Pierre White Steakhouse Bar & Grill > local business in 109-117 Middlesex St, E1 7JF, London, London. Phone 020 7247 5050. ## Book or order directly - Book: https://booking.resdiary.com/widget/FixedSize/MarcoPierreWhiteSteakAlehouse/5248 (through resdiary acting for the business) ## About - Website: https://www.londonsteakhousecompany.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. - **Booking through resdiary on your own domain.** There's no marketplace commission, and the customer stays yours. - **ResDiary works with agents through its partners.** ResDiary's consumer terms bar any robot, spider, scraper or other automatic means of access except as expressly authorised by ResDiary; Google names ResDiary as an AI Mode booking partner. Terms read on 2026-10-15: https://www.resdiary.com/old/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 4973 of 8985 in London. Top 55% 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 | 63% | no | | Have an llms.txt | 37% | no | Nearest places in the index: Marco Fererro (F, 40 m, https://directindex.org/r/marcogrill.com); Dilchad (A, 47 m, https://directindex.org/r/dilchad.com); Yeye's Noodle & Dumpling (B, 55 m, https://directindex.org/r/yeyelondon.co.uk); Noodle Inn (C, 58 m, https://directindex.org/r/noodleinn.com); Donburi & Co (F, 59 m, https://directindex.org/r/donburiuk.com); YuZu (F, 66 m, https://directindex.org/r/yuzulondon.com); Boulebar Spitalfields (B, 70 m, https://directindex.org/r/boulebar.co.uk); Enoteca Super Tuscan (D, 71 m, https://directindex.org/r/supertuscan.co.uk); Naniwa (F, 80 m, https://directindex.org/r/naniwa.co.uk); Canto Corvino (C, 86 m, https://directindex.org/r/cantocorvino.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. Marco Pierre White Steakhouse Bar & Grill 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); Sites using ResDiary 72% (60% A or B, 835 sites); This site 55.4%. See what an AI agent reads on this site: https://directindex.org/r/londonsteakhousecompany.com/agent-view ## Businesses like Marco Pierre White Steakhouse Bar & Grill in London | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in London | 8985 | 54% | 36% | 55.4% | | Sites built with WordPress in London | 2671 | 66% | 48% | 55.4% | | Sites using ResDiary in London | 59 | 73% | 59% | 55.4% | | Sites built with WordPress and using ResDiary in London | 23 | 75% | 70% | 55.4% | The best of the sites built with WordPress and using ResDiary in London: Fogo de Chão (A 100%, https://directindex.org/r/fogodechaouk.co.uk); Tampopo (A 100%, https://directindex.org/r/tampopo.co.uk); Il Gusto Italian Restaurant (A 95.4%, https://directindex.org/r/ilgustoitalianrestaurant.co.uk); Zaza (A 94.9%, https://directindex.org/r/zaza.co.uk); Babur Takeaway (A 90.8%, https://directindex.org/r/babur.info). With the two fixes above (No structured data for the business; No menu or price list found), the score would be about 87.7%. That would be 817th of 8,985 in London, up from 4973rd. ## The direct record What agents get for Marco Pierre White Steakhouse Bar & Grill, as JSON: https://directindex.org/api/direct/londonsteakhousecompany.com - Book: https://booking.resdiary.com/widget/FixedSize/MarcoPierreWhiteSteakAlehouse/5248 (vendor on own site: ResDiary; found by the scan of 2026-10-21, not yet tested) - Order: none on record - Menu: none on record - Hours: none on record - Phone: 020 7247 5050 - Stable links that count: https://directindex.org/go/londonsteakhousecompany.com/book ## 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, ResDiary: Through partners. ResDiary's consumer terms bar any robot, spider, scraper or other automatic means of access except as expressly authorised by ResDiary; Google names ResDiary as an AI Mode booking partner. Read 2026-10-15: https://www.resdiary.com/old/Terms ## Score breakdown | Component | Points | Available | |---|---|---| | Reachable | 25 | 25 | | Readable | 1 | 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/londonsteakhousecompany.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: no Keep watching this business (https://directindex.org/r/londonsteakhousecompany.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/londonsteakhousecompany.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 · Rescan now: https://directindex.org/scan?url=londonsteakhousecompany.com&force=1