# Bun Cha Vietnamese Cafe: Agent-Direct Score D (49.2%) Site: http://www.bunchacafe.com/ Report: https://directindex.org/r/bunchacafe.com Scanned: 2026-10-20 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.) Bun Cha Vietnamese Cafe is hard for agents to use. An AI assistant can open Bun Cha Vietnamese Cafe'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, through foodpanda.hk. ## Direct links - Phone: +85227882155 - Address: Full Harvest Building, 6-18 Hau Wo St, 000000, Hong Kong ## Nearby, also direct Places near Bun Cha Vietnamese Cafe that take a booking or an order on their own website, with no marketplace in between. - An Choi (2.5 km): https://directindex.org/r/anchoi.hk - SEP Hong Kong (2.7 km): https://directindex.org/r/sep-hk.com - Bêp Vietnamese Kitchen (2.8 km): https://directindex.org/r/bep.hk - 越僑 (2.8 km): https://directindex.org/r/vietnamfood.com.hk - Banh Mi Kitchen (2.9 km): https://directindex.org/r/oddle.me ## What to fix first - **No structured data for the business.** (+14 points) Add schema.org JSON-LD for the business (Restaurant, LocalBusiness or the closest type, with name, address, telephone and openingHoursSpecification, plus servesCuisine and acceptsReservations). Every assistant reads this block first, and the fix kit below has it filled in. Guide: https://directindex.org/guides/structured-data-restaurant - **Ordering through an unrecognised third party.** (+9 points) Check that the provider keeps your business as the seller of record. 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 - **The phone number on the site doesn't match the open map data.** The site shows +1852 21100306, but OpenStreetMap or Overture Maps lists +85227882155. 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. ``` # Bun Cha Vietnamese Cafe > local business (vietnamese) in Full Harvest Building, 6-18 Hau Wo St, 000000, Hong Kong, Hong Kong. Phone +85227882155. ## About - Website: http://www.bunchacafe.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 653 of 1491 in Hong Kong. Top 44% 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 | 87% | no | | Publish the menu or price list as HTML | 75% | no | | Let AI crawlers in (no block at the server or in robots.txt) | 92% | yes | | Structured data with address, phone and hours | 25% | no | | Have an llms.txt | 43% | no | Nearest places with a similar menu: An Choi (C, 2482 m, https://directindex.org/r/anchoi.hk); Co Thanh (D, 2608 m, https://directindex.org/r/cothanhrestaurant.com); SEP Hong Kong (F, 2720 m, https://directindex.org/r/sep-hk.com); Bêp Vietnamese Kitchen (B, 2756 m, https://directindex.org/r/bep.hk); 越僑 (B, 2811 m, https://directindex.org/r/vietnamfood.com.hk); The Brass Spoon (F, 2839 m, https://directindex.org/r/thebrassspoon.com); Banh Mi Kitchen (A, 2909 m, https://directindex.org/r/oddle.me). ## 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. The assistants were asked 12 everyday questions about Hong Kong and named 87 places. Bun Cha Vietnamese Cafe wasn't one of them. See who was named: https://directindex.org/city/hong-kong/recommended Compared with its peers: Sites built with GoDaddy Website Builder 36% (9% A or B, 3331 sites); This site 49.2%. See what an AI agent reads on this site: https://directindex.org/r/bunchacafe.com/agent-view ## Businesses like Bun Cha Vietnamese Cafe in Hong Kong | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in Hong Kong | 1491 | 45% | 17% | 49.2% | | Sites built with GoDaddy Website Builder in Hong Kong | 17 | 37% | 0% | 49.2% | The best of the sites built with GoDaddy Website Builder in Hong Kong: AOM (C 66.2%, https://directindex.org/r/aomhk.com); The Lasagna Factory (C 66.2%, https://directindex.org/r/lasagnafactoryhk.com); 一品雞煲火鍋 (C 64.6%, https://directindex.org/r/firstgradehk.com); 美酒匯 (C 61.5%, https://directindex.org/r/majorcellar.com); 堅記新恆福農家菜館 (D 53.8%, https://directindex.org/r/xn--fksu9f881cmhf4whjkp.com). With the three fixes above (No structured data for the business; Ordering through an unrecognised third party; No menu or price list found), the score would be about 95.4%. That would be 7th of 1,491 in Hong Kong, up from 653rd. ## The direct record What agents get for Bun Cha Vietnamese Cafe, as JSON: https://directindex.org/api/direct/bunchacafe.com - Book: none on record - Order: none on record - Menu: none on record - Hours: none on record - Phone: +85227882155 ## 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 | 1 | 25 | | Actionable | 6 | 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/bunchacafe.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/bunchacafe.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/bunchacafe.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=bunchacafe.com&force=1