# From Cau Dat - Cà Phê Đặc Sản: Agent-Direct Score C (56.9%) Site: http://fromcaudat.com/ Report: https://directindex.org/r/fromcaudat.com 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.) From Cau Dat - Cà Phê Đặc Sản is partly visible to agents. An AI assistant can open From Cau Dat - Cà Phê Đặc Sản's website. It can't find a menu or price list, so it answers from other sites. To book or order, it is sent to lazada, a marketplace. ## Direct links - Phone: +841900066881 - Address: 88 Đường Số 65, 72915, Quận 7 ## What to fix first - **Ordering only through lazada.** (+12 points) Every transaction an agent makes goes through the marketplace, which takes its commission. Add a direct way on your own site. Even a simple form will do. Guide: https://directindex.org/guides/online-ordering-without-delivery-apps - **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 0906772537, but OpenStreetMap or Overture Maps lists +841900066881. 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 © 2021.** Visitors and assistants may read that year as the last time anyone looked after the site. In Ho Chi Minh City, 66% of comparable sites that show a year say 2025 or later. - **No English version declared.** Visitors from abroad, and assistants answering in English, read the page as it is. In Ho Chi Minh City, 17% 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. ``` # From Cau Dat - Cà Phê Đặc Sản > organization in 88 Đường Số 65, 72915, Quận 7, Ho Chi Minh City cafes and bars. Phone +841900066881. ## About - Website: http://fromcaudat.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 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 ## Where it stands 321 of 1707 in Ho Chi Minh City cafes and bars. Top 19% 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 | 59% | no | | Publish the menu or price list as HTML | 66% | no | | Let AI crawlers in (no block at the server or in robots.txt) | 92% | yes | | Structured data with address, phone and hours | 21% | no | | Have an llms.txt | 27% | no | Nearest places in the index: Máy tách màu DTC (C, 2 m, https://directindex.org/r/dtcgroup.vn); Chang Milk Tea (F, 203 m, https://directindex.org/r/trasuachang.com); An Thịnh Kenbar - Dạy Pha Chế Miền Bắc (B, 275 m, https://directindex.org/r/kenbar.vn); GIẢI PHÁP ĐỒ UỐNG - Nguyên liệu pha chế TPHCM (D, 294 m, https://directindex.org/r/giaiphapdouong.com); Đen Đá Coffee - The Church (F, 343 m, https://directindex.org/r/denda.vn); Night Bar (D, 429 m, https://directindex.org/r/chivas.com); VMASS - Phần mềm quản lý bán hàng & Automation (D, 471 m, https://directindex.org/r/vmass.vn); Nam Sơn Coffee (F, 512 m, https://directindex.org/r/namsoncoffee.com); MaiA Lounge Cafe (F, 531 m, https://directindex.org/r/maialounge.com.vn); Soli Spa (D, 534 m, https://directindex.org/r/solinailspa.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. Compared with its peers: Sites built with WordPress 55% (24% A or B, 251475 sites); Sites using Lazada 55% (17% A or B, 23 sites); This site 56.9%. See what an AI agent reads on this site: https://directindex.org/r/fromcaudat.com/agent-view ## Businesses like From Cau Dat - Cà Phê Đặc Sản in Ho Chi Minh City cafes and bars | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in Ho Chi Minh City cafes and bars | 1707 | 41% | 7% | 56.9% | | Sites built with WordPress in Ho Chi Minh City cafes and bars | 582 | 49% | 8% | 56.9% | | Sites using Lazada in Ho Chi Minh City cafes and bars | 3 | 49% | 0% | 56.9% | | Sites built with WordPress and using Lazada in Ho Chi Minh City cafes and bars | 3 | 49% | 0% | 56.9% | The best of the sites built with WordPress in Ho Chi Minh City cafes and bars: Celestia Wine Bar (A 95.4%, https://directindex.org/r/celestiawinebar.com); Trà sữa Te Amo (A 92.3%, https://directindex.org/r/laboon.vn); Astral Café & Patisserie (A 88.8%, https://directindex.org/r/astralcafe.vn); Crane Tea Nguyễn Gia Trí (A 88.8%, https://directindex.org/r/crane-tea.com); El Baron Whiskey and Cigar Lounge (A 86.2%, https://directindex.org/r/elbaronsaigon.vn). With the three fixes above (Ordering only through lazada; No menu or price list found; Structured data is incomplete), the score would be about 95.4%. That would be 3rd of 1,707 in Ho Chi Minh City cafes and bars, up from 321st. ## The direct record What agents get for From Cau Dat - Cà Phê Đặc Sản, as JSON: https://directindex.org/api/direct/fromcaudat.com - Book: none on record - Order: none on record - Menu: none on record - Hours: none on record - Phone: +841900066881 ## 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, Lazada: 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 | 9 | 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/fromcaudat.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: yes - OAuth protected resource metadata: yes - 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/fromcaudat.com/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/fromcaudat.com/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=fromcaudat.com&force=1