# Trà Sữa Ngọc Oanh - TEA: Agent-Direct Score B (73.4%) Site: http://nuocdangocoanh.com/ Report: https://directindex.org/r/nuocdangocoanh.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.) Trà Sữa Ngọc Oanh - TEA is mostly ready for agents. Some AI assistants are turned away by Trà Sữa Ngọc Oanh - TEA's website. It can't find a menu or price list, so it answers from other sites. It finds a way to book or order directly on the site. ## Direct links - Order directly: https://nuocdangocoanh.com/nuoc-da-sach-dung-quan-ca-phe-gia-tot-giao-nhanh (on the business's own site) - Phone: +84987589196 - Address: 59 Đường Tô Ngọc Vân, 71514, Quận 12 - Languages: Vietnamese, English ## What to fix first - **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.** (+4 points) Missing: telephone, opening hours. Guide: https://directindex.org/guides/structured-data-restaurant - **The server turns AI crawlers away at the door.** (+3.3 points) Requests as ClaudeBot (http_403) were refused, but a normal browser got the page. That's usually a bot list at the host or in a firewall that the owner never chose. Ask the host to allow these user agents. Guide: https://directindex.org/guides/blocking-ai-crawlers-without-knowing - **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 0388886262, but OpenStreetMap or Overture Maps lists +84987589196. 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. ``` # Trà Sữa Ngọc Oanh - TEA > organization in 59 Đường Tô Ngọc Vân, 71514, Quận 12, Ho Chi Minh City cafes and bars. Phone +84987589196. ## Book or order directly - Order: https://nuocdangocoanh.com/nuoc-da-sach-dung-quan-ca-phe-gia-tot-giao-nhanh (on the business's own site) ## About - Website: http://nuocdangocoanh.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. - **Structured data found (Organization).** address - **Ordering on your own site.** Agents can order without going through a marketplace. ## Where it stands 93 of 1707 in Ho Chi Minh City cafes and bars. Top 5% 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% | yes | | Publish the menu or price list as HTML | 66% | no | | Let AI crawlers in (no block at the server or in robots.txt) | 92% | no | | Structured data with address, phone and hours | 21% | no | | Have an llms.txt | 27% | no | Nearest places in the index: Doanh nghiệp bao bì cà phê in sẵn (D, 463 m, https://directindex.org/r/legiang.vn); Túi Cà Phê 4 Biên (D, 514 m, https://directindex.org/r/tui8canh.com); Setup & kinh doanh quán cà phê (D, 630 m, https://directindex.org/r/ropresso.vn); Rovina Coffee (D, 636 m, https://directindex.org/r/rovinacoffee.com); Chuyên Thiết kế & Thi công Quán cà phê, Quầy cafe, Kiost (C, 642 m, https://directindex.org/r/rovina.vn); ZeMor Coffee (F, 1000 m, https://directindex.org/r/zemor.com.vn); Coffee Vườn Lan Út Toàn (C, 1216 m, https://directindex.org/r/cafevuonlan.com); Thung carton gia re - Bình Minh Phát (C, 1287 m, https://directindex.org/r/binhminhphatvn.com); The Nguyen Coffee (D, 1615 m, https://directindex.org/r/thenguyencoffee.vn); Ghế Chơi Game - Ghế Phòng Net HỒNG QUÂN TPHCM (D, 1918 m, https://directindex.org/r/ghegaming.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. See what an AI agent reads on this site: https://directindex.org/r/nuocdangocoanh.com/agent-view ## Businesses like Trà Sữa Ngọc Oanh - TEA 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% | 73.4% | The best of the businesses of the same kind in Ho Chi Minh City cafes and bars: Café Carré (A 100%, https://directindex.org/r/cafecarre.vn); Công Ty CP ĐT XD SX Viland (A 100%, https://directindex.org/r/vilandcoffee.com); Celestia Wine Bar (A 95.4%, https://directindex.org/r/celestiawinebar.com); Xóm Cà phê (A 95.1%, https://directindex.org/r/xomcaphe.com); Kafka Café (A 93.8%, https://directindex.org/r/bypremvegetarian.com). With the three fixes above (No menu or price list found; Structured data is incomplete; The server turns AI crawlers away at the door), the score would be about 95.4%. That would be 3rd of 1,707 in Ho Chi Minh City cafes and bars, up from 93rd. ## The direct record What agents get for Trà Sữa Ngọc Oanh - TEA, as JSON: https://directindex.org/api/direct/nuocdangocoanh.com - Book: none on record - Order: https://nuocdangocoanh.com/nuoc-da-sach-dung-quan-ca-phe-gia-tot-giao-nhanh (own site; found by the scan of 2026-11-05, not yet tested) - Menu: none on record - Hours: none on record - Phone: +84987589196 - Stable links that count: https://directindex.org/go/nuocdangocoanh.com/order ## 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 | 21.7 | 25 | | Readable | 11 | 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/nuocdangocoanh.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: yes Keep watching this business (https://directindex.org/r/nuocdangocoanh.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/nuocdangocoanh.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=nuocdangocoanh.com&force=1