# Cafe Mai: Agent-Direct Score D (44.6%) Site: https://thienthanhtea.com/ Report: https://directindex.org/r/thienthanhtea.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.) Cafe Mai is hard for agents to use. An AI assistant can open Cafe Mai'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: +84932586469 - Address: 48 Lý Chính Thắng, , Quận 3 - Languages: English, Vietnamese ## Nearby, also direct Places near Cafe Mai that take a booking or an order on their own website, with no marketplace in between. - Tiệm cà phê nhà mình (150 m): https://directindex.org/r/ozcoffeehouse.vn - Ăn sạch - Sống khoẻ (180 m): https://directindex.org/r/luu.vn - Premier Lounge (200 m): https://directindex.org/r/accor.com - Sky One (250 m): https://directindex.org/r/lavelasaigon.com ## What to fix first - **No structured data for the business.** (+14 points) Add schema.org JSON-LD for the business (CafeOrCoffeeShop, BarOrPub or the closest type, with name, address, telephone and openingHoursSpecification, plus servesCuisine). Every assistant reads this block first, and the fix kit below has it filled in. Guide: https://directindex.org/guides/structured-data-restaurant - **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 - **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 ## What the site tells visitors (Measured, not scored) - **The footer says © 2019.** 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. ## 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. ``` # Cafe Mai > local business in 48 Lý Chính Thắng, , Quận 3, Ho Chi Minh City cafes and bars. Phone +84932586469. ## About - Website: https://thienthanhtea.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. ## Where it stands 672 of 1707 in Ho Chi Minh City cafes and bars. Top 39% 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: Peanut Coffee (F, 14 m, https://directindex.org/r/peanutcoffee.com); Art Garden (F, 120 m, https://directindex.org/r/tiim.com.vn); Cafe Arabica (F, 130 m, https://directindex.org/r/cafebaoloc.com); Tiệm cà phê nhà mình (C, 150 m, https://directindex.org/r/ozcoffeehouse.vn); Ăn sạch - Sống khoẻ (B, 177 m, https://directindex.org/r/luu.vn); Premier Lounge (B, 195 m, https://directindex.org/r/accor.com); Mộc Thanh Trà Việt Nam (F, 224 m, https://directindex.org/r/mocthanhtra.com); Sky One (C, 251 m, https://directindex.org/r/lavelasaigon.com); Trà Tân Cương Thái Nguyên tại TP.HCM (F, 298 m, https://directindex.org/r/mkmart.vn); Cà phê Tinh Tế (F, 323 m, https://directindex.org/r/tinhte.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% (24% A or B, 251475 sites); Sites using Lazada 55% (17% A or B, 23 sites); This site 44.6%. See what an AI agent reads on this site: https://directindex.org/r/thienthanhtea.com/agent-view ## Businesses like Cafe Mai 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% | 44.6% | | Sites built with WordPress in Ho Chi Minh City cafes and bars | 582 | 49% | 8% | 44.6% | | Sites using Lazada in Ho Chi Minh City cafes and bars | 3 | 49% | 0% | 44.6% | | Sites built with WordPress and using Lazada in Ho Chi Minh City cafes and bars | 3 | 49% | 0% | 44.6% | 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 (No structured data for the business; Ordering only through lazada; No menu or price list found), the score would be about 95.4%. That would be 3rd of 1,707 in Ho Chi Minh City cafes and bars, up from 672nd. ## The direct record What agents get for Cafe Mai, as JSON: https://directindex.org/api/direct/thienthanhtea.com - Book: none on record - Order: none on record - Menu: none on record - Hours: none on record - Phone: +84932586469 ## 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 | 1 | 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/thienthanhtea.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: no Keep watching this business (https://directindex.org/r/thienthanhtea.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/thienthanhtea.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=thienthanhtea.com&force=1