# Plumpy Restaurant: Agent-Direct Score D (44.6%) Site: https://www.plumpy-restaurant.com/ Report: https://directindex.org/r/plumpy-restaurant.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.) Plumpy Restaurant is hard for agents to use. An AI assistant can open Plumpy Restaurant's website. What Plumpy Restaurant offers is on another site. To book or order, it is sent to Deliveroo, a marketplace. ## Direct links - Phone: +971585955828 ## What to fix first ## What the site tells visitors (Measured, not scored) - **No English version declared.** Visitors from abroad, and assistants answering in English, read the page as it is. In Dubai, 17% of comparable sites declare one. - **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 - **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 - **Menu or price list is on another site.** (+5 points) The link goes to deliveroo.ae, so that site gets the credit and the visits. Guide: https://directindex.org/guides/menu-pdf-ai - **Almost no text without JavaScript.** (+2 points) Crawlers that don't run scripts see an empty page. Put the menu, hours and address in plain HTML. Guide: https://directindex.org/guides/website-blank-without-javascript - **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 - **The phone number on the site doesn't match the open map data.** The site shows +971585776828, but OpenStreetMap or Overture Maps lists +971585955828. An assistant that sees two numbers can't tell which one to trust. Fix whichever is wrong, on the site or in the map data at openstreetmap.org. ## 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. ``` # Plumpy Restaurant > local business in Dubai Hills Business Park, building 3, 00000, دبي, Dubai. Phone +971585955828. ## Book or order directly - Menu: https://deliveroo.ae/menu/Dubai/al-quoz-3/plumpy-ponchiki-restaurant ## About - Website: https://www.plumpy-restaurant.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. ## Where it stands 919 of 1620 in Dubai. Top 57% 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% | yes | | Structured data with address, phone and hours | 50% | no | | Have an llms.txt | 31% | no | Nearest places in the index: Farmers Commons (B, 0 m, https://directindex.org/r/hotellocaldubai.com); Mu-Kii Dubai (B, 0 m, https://directindex.org/r/mu-kii.ae); MamaBella Ristorante Dubai (B, 4 m, https://directindex.org/r/mamabella.co); Mori Sushi (D, 31 m, https://directindex.org/r/mori-sushi.ae); Grill Spot Restaurant Al Rigga (F, 32 m, https://directindex.org/r/google.com); Brotzeit (F, 32 m, https://directindex.org/r/brotzeit.ae); Fusion Restaurant By S Hotel Group (D, 32 m, https://directindex.org/r/s-hotelsinternational.com); Pars Restaurants Dubai (D, 32 m, https://directindex.org/r/namcofunscape.com); Opal Room Dubai (C, 32 m, https://directindex.org/r/actrestaurant.com); Eatwellmarina (B, 32 m, https://directindex.org/r/eatwell.ae). ## 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. Plumpy Restaurant wasn't one of them. See who was named: https://directindex.org/city/dubai/recommended Compared with its peers: Sites using Deliveroo 63% (39% A or B, 485 sites); This site 44.6%. See what an AI agent reads on this site: https://directindex.org/r/plumpy-restaurant.com/agent-view ## Businesses like Plumpy Restaurant in Dubai | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in Dubai | 1620 | 49% | 25% | 44.6% | | Sites using Deliveroo in Dubai | 36 | 60% | 33% | 44.6% | The best of the sites using Deliveroo in Dubai: The Lighthouse (A 92.3%, https://directindex.org/r/thelighthouse.ae); Salvaje Dubai (A 87.7%, https://directindex.org/r/salvajedubai.com); Ninive (A 85.1%, https://directindex.org/r/ninive.ae); Chôm Chôm Dubai (B 83.1%, https://directindex.org/r/chomchom.ae); Ting Irie (B 78.5%, https://directindex.org/r/tingirie.com). With the three fixes above (No structured data for the business; Ordering only through deliveroo; Menu or price list is on another site), the score would be about 92.3%. That would be 54th of 1,620 in Dubai, up from 919th. ## The direct record What agents get for Plumpy Restaurant, as JSON: https://directindex.org/api/direct/plumpy-restaurant.com - Book: none on record - Order: none on record - Menu: https://deliveroo.ae/menu/Dubai/al-quoz-3/plumpy-ponchiki-restaurant (external; from the scan) - Hours: none on record - Phone: +971585955828 - Stable links that count: https://directindex.org/go/plumpy-restaurant.com/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 | 23 | 25 | | Readable | 3 | 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/plumpy-restaurant.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/plumpy-restaurant.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/plumpy-restaurant.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=plumpy-restaurant.com&force=1