# Mannaland Korean Restaurant: Agent-Direct Score D (53.8%) Site: http://www.mannalandkorean.com Report: https://directindex.org/r/mannalandkorean.com Scanned: 2026-10-18 (Provisional: the action test and the assistant citation check still to come; the hatched part of the bar is not measured yet.) Mannaland Korean Restaurant is hard for agents to use. An AI assistant can open the website of Mannaland Korean Restaurant. It can read what Mannaland Korean Restaurant offers. To book or order, it is sent to Zomato, a marketplace. ## Direct links - Menu: https://www.mannalandkorean.com/our_menu.html - Phone: +97145771008 ## 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, 15% of comparable sites declare one. - **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). It is the one block every assistant reads first; the fix kit below has it filled in. Guide: https://directindex.org/guides/structured-data-restaurant - **Booking only through zomato.** (+12 points) Every agent transaction goes through the marketplace and its commission. Add a direct path on your own site, even a simple form. Guide: https://directindex.org/guides/book-direct-on-your-own-website - **No llms.txt.** (no points, still worth doing) Optional today, cheap to add: a short text file describing the business for language models. Guide: https://directindex.org/guides/llms-txt-for-a-business ## Fix kit: What to paste Structured data (JSON-LD). One block in the page's head, or in the builder's custom-code slot. Replace anything that is wrong. ```html ``` llms.txt. Save as /llms.txt at the root of the site. ``` # Mannaland Korean Restaurant > local business (korean) in Shop # 5, Al Ketbi Building, Al Mina Road, Al hudaiba, 113388, دبي, Dubai. Phone +97145771008. ## Book or order directly - Menu: https://www.mannalandkorean.com/our_menu.html ## About - Website: http://www.mannalandkorean.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 key AI user agents. - **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all received a normal response. - **Menu or price list is an HTML page.** Agents can read items and prices directly. ## Where it stands 736 of 1611 in Dubai. Top 46% of the sites scanned in this index. | What the top tenth 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 | 91% | yes | | Let AI crawlers in (no edge block, no robots.txt block) | 90% | yes | | Structured data with address, phone and hours | 49% | no | | Have an llms.txt | 32% | no | Nearest places in the index: Fuddruckers (B, 1577 m, https://directindex.org/r/fuddruckers.com); Pars Iranian Restaurant (B, 1670 m, https://directindex.org/r/parsuae.com); Osh (F, 1672 m, https://directindex.org/r/oshdubai.com); Grandiosa Pizza - Wasl Park Gate (B, 2131 m, https://directindex.org/r/grandiosa.ae); Desi Deira (F, 2211 m, https://directindex.org/r/desideira.com); Cupagahwa (F, 2590 m, https://directindex.org/r/cupagahwa.com); ORFALI BROS (B, 2868 m, https://directindex.org/r/orfalibros.com); Momo & More (C, 3006 m, https://directindex.org/r/momoandmore.com); Nando's (F, 3006 m, https://directindex.org/r/nandos.com); Popeyes (F, 3014 m, https://directindex.org/r/popeyes.com). ## What assistants answer Not asked yet. Assistants are asked about the top-ranked businesses in each city index, and about every claimed business the moment it is claimed; claim this page to be included. Asked 12 everyday questions about Dubai, the assistants named 67 places; Mannaland Korean Restaurant was not among them. See who was named: https://directindex.org/city/dubai/recommended Against its peers: Sites using Zomato 57% (25% A or B, 63 sites); This site 53.8%. See what an AI agent reads on this site: https://directindex.org/r/mannalandkorean.com/agent-view ## Businesses like Mannaland Korean Restaurant in Dubai | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in Dubai | 1611 | 50% | 26% | 53.8% | | Sites using Zomato in Dubai | 18 | 62% | 39% | 53.8% | The best of the sites using Zomato in Dubai: JumboKing (A 89.2%, https://directindex.org/r/jumboking.co.in); Kenny Rogers Roasters Al Ghurair (A 86.2%, https://directindex.org/r/kennyrogersroasters.ae); Sushi Your Way (A 86.2%, https://directindex.org/r/sushi-yourway.com); Dapoer Kita Restaurant (B 84.6%, https://directindex.org/r/dapoerkita.com); Aylla Restaurant and Cafe (B 81.5%, https://directindex.org/r/aylla.ae). With the two fixes above (No structured data for the business; Booking only through zomato) the score would be about 95.4%: 34th of 1,611 in Dubai, up from 736th. This site appears in 2 cities (2 places on mannalandkorean.com). https://directindex.org/brand/mannalandkorean.com ## The direct record What agents get for Mannaland Korean Restaurant, as JSON: https://directindex.org/api/direct/mannalandkorean.com - Book: none on record - Order: none on record - Menu: https://www.mannalandkorean.com/our_menu.html (html_page; from the scan) - Hours: none on record - Phone: +97145771008 - Stable links that count: https://directindex.org/go/mannalandkorean.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, Zomato: Not stated. The terms do not address an agent acting for a person (several bar scraping or data extraction only), could not be read on the date given, or the vendor has not been researched yet. ## 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/mannalandkorean.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/mannalandkorean.com/plan): the assistants asked again every month, with what changed; 2 EUR a month or 19 EUR a year. Deep report: https://directindex.org/r/mannalandkorean.com/deep. Ten questions the way people ask, each assistant's full answer, the eight nearest similar places, the fix plan and a PDF: 5 EUR, one-off. 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=mannalandkorean.com&force=1