# Tara Coffee: Agent-Direct Score F (32.8%) Site: http://taravietnam.com/ Report: https://directindex.org/r/taravietnam.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.) Tara Coffee is largely invisible to agents. Some AI assistants are turned away by Tara Coffee'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 shopee, a marketplace. ## Direct links - Phone: +84912948668 - Address: Đường số 37 23 Hồ Chí Minh - Hours, from OpenStreetMap · Overture Maps: Mon–Sun 06:30–22:00 - Outdoor seating (OpenStreetMap) - Languages: English, Vietnamese ## Nearby, also direct Places near Tara Coffee that take a booking or an order on their own website, with no marketplace in between. - Nội Thất Siêu Bền (1 km): https://directindex.org/r/noithatsieuben.com ## What to fix first - **No structured data for the business.** (+15 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 shopee.** (+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 - **The server turns AI crawlers away at the door.** (+6.7 points) Requests as GPTBot (http_429), ClaudeBot (http_429) 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 ## 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. ``` # Tara Coffee > cafe or coffee shop (vietnamese) in Đường số 37 23 Hồ Chí Minh, Ho Chi Minh City cafes and bars. Phone +84912948668. ## Opening hours Mo-Su 06:30-22:00 ## About - Website: http://taravietnam.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. ## Where it stands 1266 of 1707 in Ho Chi Minh City cafes and bars. Top 74% 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 | 60% | no | | Publish the menu or price list as HTML | 65% | no | | Let AI crawlers in (no block at the server or in robots.txt) | 92% | no | | Structured data with address, phone and hours | 22% | no | | Have an llms.txt | 27% | no | Nearest places in the index: Gió Coffee Thủ Đức (C, 158 m, https://directindex.org/r/giocoffeethuduc.com); Ly GiẤY ĐỨC Nam (D, 188 m, https://directindex.org/r/lygiaygiare.com); Lamvita - Pha trọn gu Việt (C, 820 m, https://directindex.org/r/lamvita.com.vn); Khu tao sống (F, 986 m, https://directindex.org/r/adchiase.com); PAPA Coffee (F, 1012 m, https://directindex.org/r/ecotecgroup.com); VAST OIL - Dầu Nhớt Phụ Gia (F, 1014 m, https://directindex.org/r/liqui-moly.com.vn); Nội Thất Siêu Bền (C, 1027 m, https://directindex.org/r/noithatsieuben.com); Amathanh Coffee (F, 1038 m, https://directindex.org/r/amathanhcoffee.vn); PIP Coffee (D, 1068 m, https://directindex.org/r/pipgroup.vn); Tan Cuong Green Tea (F, 1122 m, https://directindex.org/r/tancuongthea.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 using Shopee 49% (2% A or B, 172 sites); This site 32.8%. See what an AI agent reads on this site: https://directindex.org/r/taravietnam.com/agent-view ## Businesses like Tara Coffee 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% | 32.8% | | Sites using Shopee in Ho Chi Minh City cafes and bars | 69 | 48% | 1% | 32.8% | The best of the sites using Shopee in Ho Chi Minh City cafes and bars: Gia Công Mica Giá Rẻ (B 72.3%, https://directindex.org/r/giacongmicagiare.com); NAMAS - Học viện đào tạo dinh dưỡng sức khoẻ gia đình và kinh doanh healthy (C 67.7%, https://directindex.org/r/namas.vn); Casa Tea & Food (C 66.2%, https://directindex.org/r/casateafood.com); NAGOCHA Matcha Specialty & Tea House @ Vincom Landmark 81 (C 66.2%, https://directindex.org/r/nagocha.com); Quan Cafe 90S Vintage (C 66.2%, https://directindex.org/r/90scoffee.vn). With the three fixes above (No structured data for the business; Ordering only through shopee; No menu or price list found), the score would be about 85.1%. That would be 23rd of 1,707 in Ho Chi Minh City cafes and bars, up from 1266th. ## The direct record What agents get for Tara Coffee, as JSON: https://directindex.org/api/direct/taravietnam.com - Book: none on record - Order: none on record - Menu: none on record - Hours: Mo-Su 06:30-22:00 (open now) (from OpenStreetMap) - Phone: +84912948668 ## 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, Shopee: 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 | 18.3 | 25 | | Readable | 0 | 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/taravietnam.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/taravietnam.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/taravietnam.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=taravietnam.com&force=1