# Coffee Assembly - Kwun Tong: Agent-Direct Score F (35.8%) Site: http://coffeeassembly.com/ Report: https://directindex.org/r/coffeeassembly.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.) Coffee Assembly - Kwun Tong is largely invisible to agents. Some AI assistants are turned away by Coffee Assembly - Kwun Tong's website. It can't find a menu or price list, so it answers from other sites. It can't find a link to book or order online. ## Direct links - Phone: +85221160180 - Address: 458 Kwun Tong Rd, Kowloon ## Nearby, also direct Places near Coffee Assembly - Kwun Tong that take a booking or an order on their own website, with no marketplace in between. - Miss J Square Coffee (70 m): https://directindex.org/r/missj2coffee.com - Kylix Wine (110 m): https://directindex.org/r/kylixhk.com - Kims Tea House (210 m): https://directindex.org/r/carousell.com.hk ## What to fix first - **No booking or ordering link on the website.** (+15 points) There's no link on the site for an agent to follow. If you take bookings or orders through a platform, link to it from the site so agents can find it. Add a booking or ordering page on your own domain. Guide: https://directindex.org/guides/book-direct-on-your-own-website - **Structured data is incomplete.** (+7 points) Missing: address, telephone, opening hours. Guide: https://directindex.org/guides/structured-data-restaurant - **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_403), 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 working HTTPS.** (+3 points) The page is only served over plain http. Browsers and agents rank it lower or refuse it. - **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. ``` # Coffee Assembly - Kwun Tong > organization in 458 Kwun Tong Rd, Kowloon, Hong Kong cafes and bars. Phone +85221160180. ## About - Website: http://coffeeassembly.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.** There's no robots.txt, which means everything is allowed. - **Structured data found (Organization).** no address, phone or hours in it ## Where it stands 458 of 701 in Hong Kong cafes and bars. Top 65% 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 | 93% | no | | Publish the menu or price list as HTML | 47% | no | | Let AI crawlers in (no block at the server or in robots.txt) | 96% | no | | Structured data with address, phone and hours | 22% | no | | Have an llms.txt | 56% | no | Nearest places in the index: My Flavor Coffee Roaster (F, 66 m, https://directindex.org/r/shoplineapp.com); Miss J Square Coffee (C, 66 m, https://directindex.org/r/missj2coffee.com); Four o Five Coffee & Eatery (F, 97 m, https://directindex.org/r/sandypos.com); Kylix Wine (B, 107 m, https://directindex.org/r/kylixhk.com); Coffee Studio-咖啡.工坊 (F, 107 m, https://directindex.org/r/coffeestudio.org); Rias Coffee Roastery Lab (C, 110 m, https://directindex.org/r/riascoffeeroaster.com); Amall 清酒專門店 (D, 117 m, https://directindex.org/r/amall.com.hk); 茶藝軒 (C, 162 m, https://directindex.org/r/teaartgallery.com.hk); 休肝日 (D, 166 m, https://directindex.org/r/restliverday.com); Kims Tea House (F, 211 m, https://directindex.org/r/carousell.com.hk). ## 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/coffeeassembly.com/agent-view ## Businesses like Coffee Assembly - Kwun Tong in Hong Kong cafes and bars | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in Hong Kong cafes and bars | 701 | 44% | 15% | 35.8% | The best of the businesses of the same kind in Hong Kong cafes and bars: One Small Step (A 100%, https://directindex.org/r/onesmallstep.hk); 植作茶 (A 100%, https://directindex.org/r/zhizuocha.hk); Frank's Records (A 96.3%, https://directindex.org/r/frankshk.com); Cats Tea Room Causeway Bay (A 95.4%, https://directindex.org/r/catstearoom.com); City Cafe (A 95.4%, https://directindex.org/r/thecityview.com.hk). With the three fixes above (No booking or ordering link on the website; Structured data is incomplete; No menu or price list found), the score would be about 80.5%. That would be 32nd of 701 in Hong Kong cafes and bars, up from 458th. ## The direct record What agents get for Coffee Assembly - Kwun Tong, as JSON: https://directindex.org/api/direct/coffeeassembly.com - Book: none on record - Order: none on record - Menu: none on record - Hours: none on record - Phone: +85221160180 ## 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 | 15.3 | 25 | | Readable | 8 | 25 | | Actionable | 0 | 15 (the action test: pending) | | Cited | 0 | 0 (the assistant citation check: pending) | ## Agent readiness (Cloudflare) Level 0 of 5, Not Ready. Cloudflare's report: https://isitagentready.com/coffeeassembly.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: no (how: https://isitagentready.com/.well-known/agent-skills/ai-rules/SKILL.md) - 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/coffeeassembly.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/coffeeassembly.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=coffeeassembly.com&force=1