# Urban Bistro: Agent-Direct Score D (53.8%) Site: http://www.urbanbistro.ae Report: https://directindex.org/r/urbanbistro.ae 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.) Urban Bistro is hard for agents to use. An AI assistant can open Urban Bistro's website. It can read what Urban Bistro offers. To book or order, it is sent to Deliveroo, a marketplace. ## Direct links - Menu: https://urbanbistro.ae/#menu-section - Phone: 04 362 4330 ## 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 - **Ordering only through deliveroo.** (+12 points) Every transaction an agent makes goes through the marketplace, which takes its commission. Add a direct way on your own site. Even a simple form will do. Guide: https://directindex.org/guides/online-ordering-without-delivery-apps - **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. ``` # Urban Bistro > local business in CNN Bldg, 72317, Dubai, Dubai. Phone 04 362 4330. ## Book or order directly - Menu: https://urbanbistro.ae/#menu-section ## About - Website: http://www.urbanbistro.ae - 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. - **Menu or price list is an HTML page.** Agents can read the items and prices. ## Where it stands 752 of 1620 in Dubai. Top 46% 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% | yes | | Let AI crawlers in (no block at the server or in robots.txt) | 90% | yes | | Structured data with address, phone and hours | 50% | no | | Have an llms.txt | 31% | no | Nearest places in the index: Vapiano (F, 271 m, https://directindex.org/r/vapiano.com); Asia de Cuba (F, 282 m, https://directindex.org/r/asiadecuba.com); Velvet Social (C, 325 m, https://directindex.org/r/mediaonehotel.com); Papillon (D, 330 m, https://directindex.org/r/morecravings.com); Cafe Society Dubai (F, 332 m, https://directindex.org/r/cafesociety.ae); Mina's Kitchen (C, 372 m, https://directindex.org/r/destinationminaseyahi.com); Goodfellas Pizzeria (A, 584 m, https://directindex.org/r/goodfellaspizzadubai.com); Barasti (F, 629 m, https://directindex.org/r/barastibeach.com); Cafe Italiano (A, 644 m, https://directindex.org/r/loungecafeitaliano.com); Speedway Restaurant (F, 700 m, https://directindex.org/r/speedwayrestaurant.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. Urban Bistro wasn't one of them. See who was named: https://directindex.org/city/dubai/recommended Compared with its peers: Sites built with Squarespace 65% (49% A or B, 11547 sites); Sites using Deliveroo 63% (39% A or B, 485 sites); This site 53.8%. See what an AI agent reads on this site: https://directindex.org/r/urbanbistro.ae/agent-view ## Businesses like Urban Bistro in Dubai | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in Dubai | 1620 | 49% | 25% | 53.8% | | Sites built with Squarespace in Dubai | 33 | 69% | 48% | 53.8% | | Sites using Deliveroo in Dubai | 36 | 60% | 33% | 53.8% | | Sites built with Squarespace and using Deliveroo in Dubai | 5 | 64% | 20% | 53.8% | The best of the sites built with Squarespace and using Deliveroo in Dubai: Chôm Chôm Dubai (B 83.1%, https://directindex.org/r/chomchom.ae); Lila Molino (C 66.2%, https://directindex.org/r/lilamolino.com); Lopo Pizzeria (C 61.5%, https://directindex.org/r/lopopizzeria.com); Granny's Waffles (D 53.8%, https://directindex.org/r/grannyswaffles.com). With the two fixes above (No structured data for the business; Ordering only through deliveroo), the score would be about 95.4%. That would be 34th of 1,620 in Dubai, up from 752nd. ## The direct record What agents get for Urban Bistro, as JSON: https://directindex.org/api/direct/urbanbistro.ae - Book: none on record - Order: none on record - Menu: https://urbanbistro.ae/#menu-section (html_page; from the scan) - Hours: none on record - Phone: 04 362 4330 - Stable links that count: https://directindex.org/go/urbanbistro.ae/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 - Vendor terms for agents, Deliveroo: Not stated. Deliveroo's terms of service (6 October 2026) and terms of use say nothing about bots or automated ordering; they bar access without authority and interference with the service; no agent programme was found. Read 2026-10-15: https://deliveroo.co.uk/legal ## Score breakdown | Component | Points | Available | |---|---|---| | Reachable | 25 | 25 | | Readable | 7 | 25 | | Actionable | 3 | 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/urbanbistro.ae - 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/urbanbistro.ae/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/urbanbistro.ae/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=urbanbistro.ae&force=1