# The Social Kitchen: Agent-Direct Score F (37.4%) Site: http://www.theretreatpalmdubai.com/dining Report: https://directindex.org/r/theretreatpalmdubai.com Scanned: 2026-10-18 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.) The Social Kitchen is largely invisible to agents. Some AI assistants are turned away by The Social Kitchen'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 accorhotels.com. ## Direct links - Phone: +97145247777 ## What to fix first - Languages: Arabic, English - WhatsApp: a link on the site - **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 - **Booking through an unrecognised third party.** (+9 points) Check that the provider keeps your business as the seller of record. Guide: https://directindex.org/guides/book-direct-on-your-own-website - **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 - **The server turns AI crawlers away at the door.** (+6.7 points) Requests as GPTBot (http_403), ClaudeBot (http_403) 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 - **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. ``` # The Social Kitchen > local business in - The Retreat Palm Dubai MGallery by Sofitel, Palm, 1111, دبي, Dubai. Phone +97145247777. ## About - Website: http://www.theretreatpalmdubai.com/dining - 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. ## Where it stands 1075 of 1620 in Dubai. Top 66% 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 | 90% | no | | Let AI crawlers in (no block at the server or in robots.txt) | 90% | no | | Structured data with address, phone and hours | 50% | no | | Have an llms.txt | 31% | no | Nearest places in the index: Laguna Beach Taverna and Lounge (B, 882 m, https://directindex.org/r/accor.com); Three Cuts Steakhouse & Bar (F, 1106 m, https://directindex.org/r/threecuts.co); Fika Time Restaurant & Café (C, 1121 m, https://directindex.org/r/fikatime.ae); Le Pain Quotidien (F, 1193 m, https://directindex.org/r/alshaya.com); Gatsby Dubai (B, 1227 m, https://directindex.org/r/gatsbydubai.com); The Beach House (D, 1404 m, https://directindex.org/r/anantara.com); Carbone Dubai (F, 1425 m, https://directindex.org/r/carbonedubai.com); Estiatorio Milos Dubai (C, 1488 m, https://directindex.org/r/milosdubai.com); Jaleo by José Andrés (B, 1544 m, https://directindex.org/r/jaleo.com); Luchador Roof Cantina (C, 1935 m, https://directindex.org/r/luchadordubai.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 Dubai and named 67 places. The Social Kitchen wasn't one of them. See who was named: https://directindex.org/city/dubai/recommended Compared with its peers: Sites built with WordPress 58% (30% A or B, 68857 sites); This site 37.4%. See what an AI agent reads on this site: https://directindex.org/r/theretreatpalmdubai.com/agent-view ## Businesses like The Social Kitchen in Dubai | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in Dubai | 1620 | 49% | 25% | 37.4% | | Sites built with WordPress in Dubai | 103 | 63% | 36% | 37.4% | The best of the sites built with WordPress in Dubai: PXB (A 98.8%, https://directindex.org/r/pxb.life); CQ Brasserie (A 96.3%, https://directindex.org/r/cqbrasserie.com); Il Pastaio Dubai (A 93.8%, https://directindex.org/r/ilpastaiodubai.ae); The Banc (A 93.8%, https://directindex.org/r/thebanc.ae); BUNDOO KHAN Restaurant (A 90.3%, https://directindex.org/r/alhaajbundookhan.ae). With the three fixes above (No structured data for the business; Booking through an unrecognised third party; No menu or price list found), the score would be about 85.1%. That would be 143rd of 1,620 in Dubai, up from 1075th. ## The direct record What agents get for The Social Kitchen, as JSON: https://directindex.org/api/direct/theretreatpalmdubai.com - Book: none on record - Order: none on record - Menu: none on record - Hours: none on record - Phone: +97145247777 ## 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 | 18.3 | 25 | | Readable | 0 | 25 | | Actionable | 6 | 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/theretreatpalmdubai.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/theretreatpalmdubai.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/theretreatpalmdubai.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=theretreatpalmdubai.com&force=1