# Bun Mam 444: Agent-Direct Score A (86.2%) Site: http://bunmam444.vn/ Report: https://directindex.org/r/bunmam444.vn Scanned: 2026-11-05 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.) Bun Mam 444 is ready for agents. An AI assistant can open Bun Mam 444's website. It can read what Bun Mam 444 offers. It finds a way to book or order directly on the site. ## Direct links - Order directly: https://bunmam444.vn/product/smoked-brisket/ (on the business's own site) - Menu: https://bunmam444.vn/san-pham/ - Phone: +84903903338 - Address: 375 Lê Quang Định, 728600, Quận Bình Thạnh ## What to fix first - **Structured data is incomplete.** (+6 points) Missing: address, telephone, opening hours. Guide: https://directindex.org/guides/structured-data-restaurant - **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 0937348975, but OpenStreetMap or Overture Maps lists +84903903338. 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. ## 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 Ho Chi Minh City, 19% of comparable sites declare one. ## 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. ``` # Bun Mam 444 > organization in 375 Lê Quang Định, 728600, Quận Bình Thạnh, Ho Chi Minh City. Phone +84903903338. ## Book or order directly - Order: https://bunmam444.vn/product/smoked-brisket/ (on the business's own site) - Menu: https://bunmam444.vn/san-pham/ ## About - Website: http://bunmam444.vn/ - 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. - **Structured data found (Organization).** no address, phone or hours in it - **Menu or price list is an HTML page.** Agents can read the items and prices. - **Ordering on your own site.** Agents can order without going through a marketplace. ## Where it stands 60 of 2606 in Ho Chi Minh City. Top 2% 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 | 76% | yes | | Publish the menu or price list as HTML | 84% | yes | | Let AI crawlers in (no block at the server or in robots.txt) | 90% | yes | | Structured data with address, phone and hours | 24% | no | | Have an llms.txt | 21% | no | Nearest places in the index: Mì Quảng 117 đường D2, bình thạnh (F, 4 m, https://directindex.org/r/miquang3anhem.com); Quán Phú Chiêm (D, 201 m, https://directindex.org/r/miquangphuchiem.com); Nước Sâm Mr.Sam - Hạ Hỏa Tức Thời (F, 281 m, https://directindex.org/r/posapp.vn); Hải Sản Sạch Hoàng Long (D, 324 m, https://directindex.org/r/haisansachhoanglong.com); Bếp Cô Ba .vn - Hotline 0776972751 (D, 358 m, https://directindex.org/r/bepcoba.vn); F&F Group VN (F, 436 m, https://directindex.org/r/ffgroup.com.vn); GP Furniture - Tủ Bếp, Tủ Quần Áo Hiện Đại (C, 460 m, https://directindex.org/r/gpfurniture.vn); Goimon.net - Bring the Restaurant to Home (F, 464 m, https://directindex.org/r/goimon.net); Crab Seafood (C, 533 m, https://directindex.org/r/crabseafood.vn); BetoNabe SG (F, 591 m, https://directindex.org/r/betonabe.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 22 everyday questions about Ho Chi Minh City and named 143 places. Bun Mam 444 wasn't one of them. See who was named: https://directindex.org/city/ho-chi-minh-city/recommended Compared with its peers: Sites built with WordPress 55% (24% A or B, 251601 sites); This site 86.2%. See what an AI agent reads on this site: https://directindex.org/r/bunmam444.vn/agent-view ## Businesses like Bun Mam 444 in Ho Chi Minh City | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in Ho Chi Minh City | 2606 | 44% | 10% | 86.2% | | Sites built with WordPress in Ho Chi Minh City | 893 | 52% | 14% | 86.2% | The best of the sites built with WordPress in Ho Chi Minh City: Eddie's New York Deli & Diner (A 100%, https://directindex.org/r/eddiesdiner.vn); Fashionista Café - Wine & Dining (A 100%, https://directindex.org/r/fashionistacafe.com); Quán Bụi (A 95.4%, https://directindex.org/r/quan-bui.com); Quán Ăn 48 (A 95.4%, https://directindex.org/r/48bistro.com.vn); Cơm Gà Tường Vy (A 92.3%, https://directindex.org/r/gatatuongvy.vn). With the fix above (Structured data is incomplete), the score would be about 95.4%. That would be 10th of 2,606 in Ho Chi Minh City, up from 60th. ## The direct record What agents get for Bun Mam 444, as JSON: https://directindex.org/api/direct/bunmam444.vn - Book: none on record - Order: https://bunmam444.vn/product/smoked-brisket/ (own site; found by the scan of 2026-11-05, not yet tested) - Menu: https://bunmam444.vn/san-pham/ (html_page; from the scan) - Hours: none on record - Phone: +84903903338 - Stable links that count: https://directindex.org/go/bunmam444.vn/order, https://directindex.org/go/bunmam444.vn/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 Found one hop past the home page: booking page /product/smoked-brisket/: business JSON-LD. ## Score breakdown | Component | Points | Available | |---|---|---| | Reachable | 25 | 25 | | Readable | 16 | 25 | | Actionable | 15 | 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/bunmam444.vn - 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: yes Keep watching this business (https://directindex.org/r/bunmam444.vn/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/bunmam444.vn/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=bunmam444.vn&force=1