# The Flying Pan: Agent-Direct Score C (61.5%) Site: http://www.the-flying-pan.com Report: https://directindex.org/r/the-flying-pan.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.) The Flying Pan is partly visible to agents. An AI assistant can open The Flying Pan'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 on the site. ## Direct links - Book directly: https://the-flying-pan.com/visit-reservations/ (on the business's own site) - Phone: +85225289997 - Address: 駱克道81-85號霸田商業中心, 000000, Hong Kong ## Nearby, also direct Places near The Flying Pan that take a booking or an order on their own website, with no marketplace in between. - 活蘭印度素食 Woodlands Indian Vegetarian Restaurant (60 m): https://directindex.org/r/woodlandshk.com - 半島漁港阿翁火鍋館 Ah Yung Hotpot and Peninsula Cuisine (70 m): https://directindex.org/r/peninsula.com - 益新美食館 Yixin Restaurant (130 m): https://directindex.org/r/yixinrestaurant.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 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 ## 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 Flying Pan > local business (breakfast and brunch) in 駱克道81-85號霸田商業中心, 000000, Hong Kong, Hong Kong. Phone +85225289997. ## Book or order directly - Book: https://the-flying-pan.com/visit-reservations/ (on the business's own site) ## About - Website: http://www.the-flying-pan.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. - **Booking on your own site.** Agents can book without going through a marketplace. ## Where it stands 423 of 1554 in Hong Kong. Top 27% 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% | yes | | Publish the menu or price list as HTML | 76% | no | | Let AI crawlers in (no block at the server or in robots.txt) | 93% | yes | | Structured data with address, phone and hours | 26% | no | | Have an llms.txt | 44% | no | Nearest places in the index: 銀座神樂屋 Ginza Kaguraya | Hong Kong Hong Kong (D, 41 m, https://directindex.org/r/asmo-catering.com); Seventh Son (D, 52 m, https://directindex.org/r/seventhson.hk); 活蘭印度素食 Woodlands Indian Vegetarian Restaurant (A, 56 m, https://directindex.org/r/woodlandshk.com); 半島漁港阿翁火鍋館 Ah Yung Hotpot and Peninsula Cuisine (F, 73 m, https://directindex.org/r/peninsula.com); TOTO Hong Kong (F, 83 m, https://directindex.org/r/toto.com); Canton Room (D, 106 m, https://directindex.org/r/gloucesterlukkwok.com.hk); 13 (F, 114 m, https://directindex.org/r/eats365.com); 益新美食館 Yixin Restaurant (C, 127 m, https://directindex.org/r/yixinrestaurant.com); El Gordo Tacos & Grill (D, 130 m, https://directindex.org/r/thefactoryoriginals.com); Junels Mi Amore (F, 131 m, https://directindex.org/r/junelsmiamore.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 92 places. The Flying Pan wasn't one of them. See who was named: https://directindex.org/city/hong-kong/recommended Compared with its peers: Sites built with WordPress 55% (24% A or B, 224455 sites); This site 61.5%. See what an AI agent reads on this site: https://directindex.org/r/the-flying-pan.com/agent-view ## Businesses like The Flying Pan in Hong Kong | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in Hong Kong | 1554 | 45% | 17% | 61.5% | | Sites built with WordPress in Hong Kong | 318 | 54% | 21% | 61.5% | The best of the sites built with WordPress in Hong Kong: Eatology (A 100%, https://directindex.org/r/eatologyasia.com); 鏞記酒家 Yung Kee Restaurant (A 100%, https://directindex.org/r/yungkee.com.hk); Cantina (A 95.4%, https://directindex.org/r/cantina.com.hk); Dim Sum Library (A 95.4%, https://directindex.org/r/dimsumlibrary.com.hk); Hutong (A 95.4%, https://directindex.org/r/hutong.com.hk). With the two fixes above (No structured data for the business; No menu or price list found), the score would be about 95.4%. That would be 8th of 1,554 in Hong Kong, up from 423rd. ## The direct record What agents get for The Flying Pan, as JSON: https://directindex.org/api/direct/the-flying-pan.com - Book: https://the-flying-pan.com/visit-reservations/ (own site; found by the scan of 2026-10-20, not yet tested) - Order: none on record - Menu: none on record - Hours: none on record - Phone: +85225289997 - Stable links that count: https://directindex.org/go/the-flying-pan.com/book ## 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 | 15 | 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/the-flying-pan.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/the-flying-pan.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/the-flying-pan.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=the-flying-pan.com&force=1