# مندي ورلد: Agent-Direct Score D (47.9%) Site: https://www.mandiworld.com.sa/ Report: https://directindex.org/r/mandiworld.com.sa Scanned: 2026-10-24 (Provisional, with the action test still to come. The hatched part of the bar isn't measured yet.) مندي ورلد is hard for agents to use. Some AI assistants are turned away by مندي ورلد's website. It can read what مندي ورلد offers. It finds a phone number, but no link to book or order online. ## Direct links - Menu: https://www.mandiworld.com.sa/menu.html - Phone: 0581631719 - Hours, from OpenStreetMap: Mon–Sun 11:30–01:30, 11:30–01:30 - WhatsApp: a link on the site ## Nearby, also direct Places near مندي ورلد that take a booking or an order on their own website, with no marketplace in between. - Tofarea Restaurant (2.6 km): https://directindex.org/r/tofareya.sa - Myazu (3 km): https://directindex.org/r/myazu.com ## 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.** (+13 points) There's only a phone number or WhatsApp, and agents can't use those yet. 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. Guide: https://directindex.org/guides/book-direct-on-your-own-website - **The server turns AI crawlers away at the door.** (+3.3 points) Requests as GPTBot (http_429) 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 ## 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. ## 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. ``` # مندي ورلد > restaurant in Jeddah. Phone 0581631719. ## Book or order directly - Menu: https://www.mandiworld.com.sa/menu.html ## Opening hours Mo-Su 11:30-01:30, 11:30-01:30 ## About - Website: https://www.mandiworld.com.sa/ - This file follows llms.txt (https://llmstxt.org): a short plain-text description for language models. ``` ## Already right - **robots.txt lets AI crawlers in.** There's no robots.txt, which means everything is allowed. - **Menu or price list is an HTML page.** Agents can read the items and prices. ## Where it stands Not ranked yet in Jeddah. | What the top 10% of the index does | Top 10% | This site | |---|---|---| | Take bookings or orders on their own domain | 70% | no | | Publish the menu or price list as HTML | 50% | yes | | Let AI crawlers in (no block at the server or in robots.txt) | 90% | no | | Structured data with address, phone and hours | 10% | no | | Have an llms.txt | 30% | no | Nearest places in the index: Lazy Cat (C, 1031 m, https://directindex.org/r/eatlazycat.com); فريسكو (F, 1899 m, https://directindex.org/r/fresco-fs.com); عصير الضاحية (C, 1947 m, https://directindex.org/r/dhahiajuice.com); دانكن دونتس (F, 1948 m, https://directindex.org/r/dunkindonuts.com); مطعم الرومانسية (C, 2350 m, https://directindex.org/r/alromansiah.com); Tofarea Restaurant (B, 2582 m, https://directindex.org/r/tofareya.sa); San Carlo Cicchetti (D, 2920 m, https://directindex.org/r/sancarlocicchetti.sa); Myazu (B, 2971 m, https://directindex.org/r/myazu.com); سالدوتش (D, 3247 m, https://directindex.org/r/saldwich.com); Leylaty (C, 3407 m, https://directindex.org/r/leylaty.com.sa). ## What assistants answer Asked on 2026-10-27 with web search on. 50% of the answers pointed to the business's own site or to a vendor working for it. That share is the Cited part of the score. | Assistant | Official website? | Where to book? | Where to order? | |---|---|---|---| | ChatGPT | own site | other site: mandiworld.order.sa | other site: mandiworld.order.sa | | Gemini | own site | own site | directory: google_maps | The assistants were asked 22 everyday questions about Jeddah and named 99 places. مندي ورلد wasn't one of them. See who was named: https://directindex.org/city/jeddah/recommended **What ChatGPT said, Official website? (2026-10-27):** https://www.mandiworld.com.sa/ (mandiworld.com.sa (https://www.mandiworld.com.sa/home-ar?utmsource=openai)) **What ChatGPT said, Where to book? (2026-10-27):** I couldn’t find an online table-booking page for Mandi World. Their website is for food orders, not reservations. (mandiworld.order.sa (https://mandiworld.order.sa/app?utmsource=openai)) **What ChatGPT said, Where to order? (2026-10-27):** You can order directly from مندي ورلد here: mandiworld.order.sa (https://mandiworld.order.sa/) (mandiworld.order.sa (https://mandiworld.order.sa/?utmsource=openai)) **What Gemini said, Official website? (2026-10-27):** The official website of Mandi World (مندي ورلد) in Jeddah, Saudi Arabia is Mandiworld.sa. **What Gemini said, Where to book? (2026-10-27):** Mandi World (مندي ورلد) in Jeddah offers online ordering through its mobile application. While the search results indicate the restaurant has a website and a smooth ordering experience via its app, a direct online table booking link is not explicitly provided. You can try to book a table or order online using their official website: http://www.mandiworld.com.sa/. Additionally, Mandi World has a mobile app… **What Gemini said, Where to order? (2026-10-27):** You can order food online from Mandi World (مندي ورلد) in Jeddah, Saudi Arabia through the HungerStation platform or their dedicated mobile application. Here is a general link to order from Mandi World restaurants on HungerStation: HungerStation: Order online from Mandi World restaurants… See what an AI agent reads on this site: https://directindex.org/r/mandiworld.com.sa/agent-view ## Why the assistants send people elsewhere Why (2026-10-27): Because the website blocked AI crawlers and contained no booking or ordering links, ChatGPT redirected users to mandiworld.order.sa while Gemini directed them to Google Maps and HungerStation. ## The direct record What agents get for مندي ورلد, as JSON: https://directindex.org/api/direct/mandiworld.com.sa - Book: none on record - Order: none on record - Menu: https://www.mandiworld.com.sa/menu.html (html_page; from the scan) - Hours: Mo-Su 11:30-01:30, 11:30-01:30 (open now) (from OpenStreetMap) - Phone: 0581631719 - Stable links that count: https://directindex.org/go/mandiworld.com.sa/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 | 21.7 | 25 | | Readable | 7 | 25 | | Actionable | 2 | 15 (the action test: pending) | | Cited | 10 | 20 | ## Agent readiness (Cloudflare) Level 0 of 5, Not Ready. Cloudflare's report: https://isitagentready.com/mandiworld.com.sa - Link headers on the homepage: no (how: https://isitagentready.com/.well-known/agent-skills/link-headers/SKILL.md) - sitemap.xml: no (how: https://isitagentready.com/.well-known/agent-skills/sitemap/SKILL.md) - AI bot rules in robots.txt: no (how: https://isitagentready.com/.well-known/agent-skills/ai-rules/SKILL.md) - 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/mandiworld.com.sa/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/mandiworld.com.sa/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=mandiworld.com.sa&force=1