# Chế Biến Thủy Hải Sản Liên Thành - Phân Xưởng Đóng Gói Bao Bì: Agent-Direct Score C (55.4%) Site: http://nuocmamlienthanh.vn Report: https://directindex.org/r/lienthanh1906.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.) Chế Biến Thủy Hải Sản Liên Thành - Phân Xưởng Đóng Gói Bao Bì is partly visible to agents. An AI assistant can open Chế Biến Thủy Hải Sản Liên Thành - Phân Xưởng Đóng Gói Bao Bì's website. It can't find a menu or price list, so it answers from other sites. It finds a phone number, but no link to book or order online. ## Direct links - Phone: +84835116741 - Address: Quận Bình Thạnh - Languages: English, Vietnamese ## Nearby, also direct Places near Chế Biến Thủy Hải Sản Liên Thành - Phân Xưởng Đóng Gói Bao Bì that take a booking or an order on their own website, with no marketplace in between. - Thuỷ Hải Sản Thăng Long (870 m): https://directindex.org/r/haisanthanglong.com - Nanaimo Bistro & Oyster Bar (2.9 km): https://directindex.org/r/nanaimo.vn - Rượu Vang Nhập Khẩu (3.3 km): https://directindex.org/r/ruouvangsaithanh.com - Kani Food - Hải Sản Tươi Ngon (3.7 km): https://directindex.org/r/kanifood.vn ## What to fix first - **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 menu or price list found.** (+7 points) Agents answer 'what do they offer?' from marketplaces instead. Add a page with the menu or price list and link to it from the homepage. Guide: https://directindex.org/guides/menu-pdf-ai - **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 02839430790, but OpenStreetMap or Overture Maps lists +84835116741. 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) - **The footer says © 2023.** Visitors and assistants may read that year as the last time anyone looked after the site. ## 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. ``` # Chế Biến Thủy Hải Sản Liên Thành - Phân Xưởng Đóng Gói Bao Bì > person (seafood) in Quận Bình Thạnh, Ho Chi Minh City. Phone +84835116741. ## About - Website: http://nuocmamlienthanh.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 (Person).** no address, phone or hours in it ## Where it stands 710 of 2606 in Ho Chi Minh City. Top 27% 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% | no | | 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 with a similar menu: Thuỷ Hải Sản Thăng Long (B, 870 m, https://directindex.org/r/haisanthanglong.com); Nhà Hàng Bên Sông (D, 1581 m, https://directindex.org/r/nhahangbensong.net); GP Furniture - Tủ Bếp, Tủ Quần Áo Hiện Đại (C, 2217 m, https://directindex.org/r/gpfurniture.vn); Seafood restaurant Hiếu Hàu Sữa (C, 2273 m, https://directindex.org/r/hieuhausua.com); Nanaimo Bistro & Oyster Bar (C, 2919 m, https://directindex.org/r/nanaimo.vn); Wawa Malawi (F, 3113 m, https://directindex.org/r/epizy.com); Rượu Vang Nhập Khẩu (B, 3260 m, https://directindex.org/r/ruouvangsaithanh.com); Hải Sản Sài Gòn (F, 3430 m, https://directindex.org/r/saigonseafood.vn); Cô Tư Cà Mau (C, 3652 m, https://directindex.org/r/cotucamau.com); Kani Food - Hải Sản Tươi Ngon (D, 3691 m, https://directindex.org/r/kanifood.vn). ## 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. Compared with its peers: Sites built with WordPress 55% (25% A or B, 236086 sites); This site 55.4%. See what an AI agent reads on this site: https://directindex.org/r/lienthanh1906.vn/agent-view ## Businesses like Chế Biến Thủy Hải Sản Liên Thành - Phân Xưởng Đóng Gói Bao Bì 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% | 55.4% | | Sites built with WordPress in Ho Chi Minh City | 893 | 52% | 14% | 55.4% | 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 three fixes above (No booking or ordering link on the website; No menu or price list found; 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 710th. ## The direct record What agents get for Chế Biến Thủy Hải Sản Liên Thành - Phân Xưởng Đóng Gói Bao Bì, as JSON: https://directindex.org/api/direct/lienthanh1906.vn - Book: none on record - Order: none on record - Menu: none on record - Hours: none on record - Phone: +84835116741 ## 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 | 9 | 25 | | Actionable | 2 | 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/lienthanh1906.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/lienthanh1906.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/lienthanh1906.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=lienthanh1906.vn&force=1