# Lion Rock Bistro: Agent-Direct Score C (64.6%) Site: http://www.cateringexpress.com.hk/ Report: https://directindex.org/r/cateringexpress.com.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.) Lion Rock Bistro is partly visible to agents. An AI assistant can open Lion Rock Bistro's website. It can read what Lion Rock Bistro offers. It finds a way to book or order directly on the site. ## Direct links - Order directly: http://www.cateringexpress.com.hk/downloads/TakeAwayOrderForm-20261007.pdf (on the business's own site) - Menu: http://www.cateringexpress.com.hk/webpage/Menu.htm - Phone: +85223388144 - Address: 1st Floor, Franki Centre, 320 Junction Rd, , Kowloon ## Nearby, also direct Places near Lion Rock Bistro that take a booking or an order on their own website, with no marketplace in between. - Harmony Cafeteria (160 m): https://directindex.org/r/hkbu.edu.hk - Amaroni's (700 m): https://directindex.org/r/amaronis.com - 胡椒廚房 Pepper Lunch (730 m): https://directindex.org/r/pepperlunch.com - 溫野菜 (740 m): https://directindex.org/r/onyasai.com.hk ## 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 working HTTPS.** (+3 points) The page is only served over plain http. Browsers and agents rank it lower or refuse it. - **Almost no text without JavaScript.** (+2 points) Crawlers that don't run scripts see an empty page. Put the menu, hours and address in plain HTML. Guide: https://directindex.org/guides/website-blank-without-javascript - **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. ``` # Lion Rock Bistro > local business (european) in 1st Floor, Franki Centre, 320 Junction Rd, , Kowloon, Hong Kong. Phone +85223388144. ## Book or order directly - Order: http://www.cateringexpress.com.hk/downloads/TakeAwayOrderForm-20261007.pdf (on the business's own site) - Menu: http://www.cateringexpress.com.hk/webpage/Menu.htm ## About - Website: http://www.cateringexpress.com.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. - **Menu or price list is an HTML page.** Agents can read the items and prices. - **Ordering on your own site.** Agents can order without going through a marketplace. ## Where it stands 344 of 1554 in Hong Kong. Top 22% 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% | yes | | 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: Harmony Cafeteria (C, 158 m, https://directindex.org/r/hkbu.edu.hk); 一桶金 (F, 279 m, https://directindex.org/r/rthk.hk); Oyster & Steak House (F, 466 m, https://directindex.org/r/hongkongpost.hk); Alfafa (D, 639 m, https://directindex.org/r/alfafa.com.hk); Marugame Seimen (F, 653 m, https://directindex.org/r/marugame.hk); Amaroni's (B, 697 m, https://directindex.org/r/amaronis.com); Lodge Bistro (D, 712 m, https://directindex.org/r/cityu.edu.hk); An Nam (D, 719 m, https://directindex.org/r/annam.com.hk); 胡椒廚房 Pepper Lunch (B, 734 m, https://directindex.org/r/pepperlunch.com); 溫野菜 (C, 737 m, https://directindex.org/r/onyasai.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. The assistants were asked 12 everyday questions about Hong Kong and named 92 places. Lion Rock Bistro wasn't one of them. See who was named: https://directindex.org/city/hong-kong/recommended See what an AI agent reads on this site: https://directindex.org/r/cateringexpress.com.hk/agent-view ## Businesses like Lion Rock Bistro in Hong Kong | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in Hong Kong | 1554 | 45% | 17% | 64.6% | The best of the businesses of the same kind in Hong Kong: Eatology (A 100%, https://directindex.org/r/eatologyasia.com); Porterhouse (A 100%, https://directindex.org/r/lkfconcepts.com); Sangeetha (A 100%, https://directindex.org/r/sangeetha.com.hk); The Den (A 100%, https://directindex.org/r/thedenhk.com); Village Indian and Malaysian Restaurant (A 100%, https://directindex.org/r/saikungvillage.com). With the three fixes above (No structured data for the business; No working HTTPS; Almost no text without JavaScript), the score would be about 95.4%. That would be 8th of 1,554 in Hong Kong, up from 344th. ## The direct record What agents get for Lion Rock Bistro, as JSON: https://directindex.org/api/direct/cateringexpress.com.hk - Book: none on record - Order: http://www.cateringexpress.com.hk/downloads/TakeAwayOrderForm-20261007.pdf (own site; found by the scan of 2026-10-20, not yet tested) - Menu: http://www.cateringexpress.com.hk/webpage/Menu.htm (html_page; from the scan) - Hours: none on record - Phone: +85223388144 - Stable links that count: https://directindex.org/go/cateringexpress.com.hk/order, https://directindex.org/go/cateringexpress.com.hk/menu ## 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 Found one hop past the home page: menu page /webpage/Menu.htm: ordering link (own domain), almost no text without JavaScript. ## Score breakdown | Component | Points | Available | |---|---|---| | Reachable | 20 | 25 | | Readable | 7 | 25 | | Actionable | 15 | 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/cateringexpress.com.hk - Link headers on the homepage: no (how: https://isitagentready.com/.well-known/agent-skills/link-headers/SKILL.md) - sitemap.xml: no (how: https://isitagentready.com/.well-known/agent-skills/sitemap/SKILL.md) - 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/cateringexpress.com.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/cateringexpress.com.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=cateringexpress.com.hk&force=1