# Công ty TNHH Thương Mại Nguyên Quân: nhập khẩu và phân phối hàng quốc tế: Agent-Direct Score D (53.8%) Site: https://nguyenquanorganic.vn/ Report: https://directindex.org/r/nguyenquanorganic.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.) Công ty TNHH Thương Mại Nguyên Quân: nhập khẩu và phân phối hàng quốc tế is hard for agents to use. An AI assistant can open Công ty TNHH Thương Mại Nguyên Quân: nhập khẩu và phân phối hàng quốc tế's website. It can read what Công ty TNHH Thương Mại Nguyên Quân: nhập khẩu và phân phối hàng quốc tế offers. It finds a phone number, but no link to book or order online. ## Direct links - Menu: https://nguyenquanorganic.vn/menu - Phone: +842837262855 - Address: 12/2A khu phố 4 Đường số 8 Phường hiệp bình Phước Quận thủ Đức , 84+, Thủ Đức - Languages: English ## What to fix first - **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 - **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 - **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 0966297729, but OpenStreetMap or Overture Maps lists +842837262855. 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. ``` # Công ty TNHH Thương Mại Nguyên Quân: nhập khẩu và phân phối hàng quốc tế > local business (japanese) in 12/2A khu phố 4 Đường số 8 Phường hiệp bình Phước Quận thủ Đức , 84+, Thủ Đức, Ho Chi Minh City. Phone +842837262855. ## Book or order directly - Menu: https://nguyenquanorganic.vn/menu ## About - Website: https://nguyenquanorganic.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.** There's no robots.txt, which means everything is allowed. - **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 873 of 2606 in Ho Chi Minh City. Top 33% 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% | no | | 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: Hải Sản Giang Ghẹ (C, 458 m, https://directindex.org/r/giangghe.com); LÁ Flower and Home (F, 583 m, https://directindex.org/r/loveitop.com); Bình Thái Đạo (D, 613 m, https://directindex.org/r/minhnhuanphat.com); Cá sấu nguyên con - Cá sấu nướng nguyên con (C, 679 m, https://directindex.org/r/haisandaiduongxanh.com); Nhà Hàng Hương Quê | Ẩm Thực Ven Sông Thủ Đức I Cà Phê Sân Vườn (C, 713 m, https://directindex.org/r/nhahangamthuchuongque.com); Vua Chuối Chiên (C, 716 m, https://directindex.org/r/chuoichientv2.link); Vật Liệu Xanh Đại Dũng (D, 866 m, https://directindex.org/r/vatlieuxanhdaidung.vn); Quán ăn Nhà Mình - ở Hiệp Bình Phước, TP. Thủ Đức (F, 919 m, https://directindex.org/r/nhaminh.store); Cơm Cao Nguyên (F, 988 m, https://directindex.org/r/comcaonguyen.com); Đặt Gà Cúng - Gà Ta Thả Vườn Luộc Giao Tận Nơi Sài Gòn (D, 1005 m, https://directindex.org/r/datgacung.info). ## 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. Công ty TNHH Thương Mại Nguyên Quân: nhập khẩu và phân phối hàng quốc tế wasn't one of them. See who was named: https://directindex.org/city/ho-chi-minh-city/recommended See what an AI agent reads on this site: https://directindex.org/r/nguyenquanorganic.vn/agent-view ## Businesses like Công ty TNHH Thương Mại Nguyên Quân: nhập khẩu và phân phối hàng quốc tế 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% | 53.8% | The best of the businesses of the same kind in Ho Chi Minh City: Aniki (A 100%, https://directindex.org/r/aniki.vn); DW's Bar & Grill - International restaurant (A 100%, https://directindex.org/r/dwskitchen.com); 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); La Lola Saigon (A 100%, https://directindex.org/r/lalolasaigon.com). With the two fixes above (No structured data for the business; No booking or ordering link on the website), the score would be about 95.4%. That would be 10th of 2,606 in Ho Chi Minh City, up from 873rd. ## The direct record What agents get for Công ty TNHH Thương Mại Nguyên Quân: nhập khẩu và phân phối hàng quốc tế, as JSON: https://directindex.org/api/direct/nguyenquanorganic.vn - Book: none on record - Order: none on record - Menu: https://nguyenquanorganic.vn/menu (html_page; from the scan) - Hours: none on record - Phone: +842837262855 - Stable links that count: https://directindex.org/go/nguyenquanorganic.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 ## Score breakdown | Component | Points | Available | |---|---|---| | Reachable | 25 | 25 | | Readable | 8 | 25 | | Actionable | 2 | 15 (the action test: pending) | | Cited | 0 | 0 (the assistant citation check: pending) | ## Agent readiness (Cloudflare) Level 0 of 5, Not Ready. Cloudflare's report: https://isitagentready.com/nguyenquanorganic.vn - 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/nguyenquanorganic.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/nguyenquanorganic.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=nguyenquanorganic.vn&force=1