# The Nest Coffee Shop: Agent-Direct Score F (38.5%) Site: http://www.nesbittcentre.org.hk/ Report: https://directindex.org/r/nesbittcentre.org.hk 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.) The Nest Coffee Shop is largely invisible to agents. An AI assistant can open The Nest Coffee Shop'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 - Address: 中環花園道4-8號聖約翰座堂, 000000, Hong Kong ## Nearby, also direct Places near The Nest Coffee Shop that take a booking or an order on their own website, with no marketplace in between. - Popinjays (90 m): https://directindex.org/r/niccolohotels.com - Crown Super Deluxe (140 m): https://directindex.org/r/crownsuperdeluxe.com - Buenos Aires Polo Club (140 m): https://directindex.org/r/bapoloclub.com - Cipriani Hong Kong (170 m): https://directindex.org/r/cipriani.com - Chiu Tang (250 m): https://directindex.org/r/chiutang.com ## What to fix first - **No structured data for the business.** (+15 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 - **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 - **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) - **No English version declared.** Visitors from abroad, and assistants answering in English, read the page as it is. In Hong Kong, 29% of comparable sites declare one. ## 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. ``` # The Nest Coffee Shop > local business in 中環花園道4-8號聖約翰座堂, 000000, Hong Kong, Hong Kong. ## About - Website: http://www.nesbittcentre.org.hk/ - 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. - **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all got a normal response. ## Where it stands 889 of 1491 in Hong Kong. Top 60% 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 in the index: 一如鐵板燒 (F, 54 m, https://directindex.org/r/github.io); Amber's Table Hong Kong (F, 56 m, https://directindex.org/r/thewhampoa.com); Popinjays (B, 85 m, https://directindex.org/r/niccolohotels.com); Sushi Haru (F, 140 m, https://directindex.org/r/sushiharu.com.hk); Crown Super Deluxe (C, 140 m, https://directindex.org/r/crownsuperdeluxe.com); Buenos Aires Polo Club (A, 140 m, https://directindex.org/r/bapoloclub.com); Cipriani Hong Kong (A, 172 m, https://directindex.org/r/cipriani.com); China Club (F, 210 m, https://directindex.org/r/chinaclub.com.sg); Lawry's The Prime Rib (D, 231 m, https://directindex.org/r/lawrys.com.hk); Chiu Tang (F, 245 m, https://directindex.org/r/chiutang.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. The assistants were asked 12 everyday questions about Hong Kong and named 87 places. The Nest Coffee Shop wasn't one of them. See who was named: https://directindex.org/city/hong-kong/recommended Compared with its peers: Sites built with Webflow 57% (24% A or B, 4847 sites); This site 38.5%. See what an AI agent reads on this site: https://directindex.org/r/nesbittcentre.org.hk/agent-view ## Businesses like The Nest Coffee Shop in Hong Kong | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in Hong Kong | 1491 | 45% | 17% | 38.5% | | Sites built with Webflow in Hong Kong | 17 | 58% | 6% | 38.5% | The best of the sites built with Webflow in Hong Kong: 375 Chicken ‘n Fries (B 83.8%, https://directindex.org/r/375chicken.com); Chachawan (C 66.2%, https://directindex.org/r/chachawan.hk); The Diplomat (C 66.2%, https://directindex.org/r/thediplomat.hk); 添好運 Tim Ho Wan (C 66.2%, https://directindex.org/r/timhowan.com); La Rambla By Catalunya (C 64.6%, https://directindex.org/r/larambla.hk). With the three fixes above (No structured data for the business; No booking or ordering link on the website; 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 889th. ## The direct record What agents get for The Nest Coffee Shop, as JSON: https://directindex.org/api/direct/nesbittcentre.org.hk - Book: none on record - Order: none on record - Menu: none on record - Hours: none on record - Phone: none on record ## 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 | 0 | 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/nesbittcentre.org.hk - 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: no Keep watching this business (https://directindex.org/r/nesbittcentre.org.hk/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/nesbittcentre.org.hk/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=nesbittcentre.org.hk&force=1