# Caliente: Agent-Direct Score D (41.5%) Site: http://caliente.hk/ Report: https://directindex.org/r/caliente.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.) Caliente is hard for agents to use. An AI assistant can open Caliente's website. What Caliente offers is in a PDF or an image, and assistants read those badly. To book or order, it is sent to Deliveroo, a marketplace. ## Direct links - Menu: http://caliente.hk/assets/menu/drink2024.pdf - Phone: +85227235968 - Address: 3/F, 6 Knutsford Terrace, 000000, Kowloon ## Nearby, also direct Places near Caliente that take a booking or an order on their own website, with no marketplace in between. - Tequila Mex Mexican & Indian Restaurant (2.5 km): https://directindex.org/r/tequilamexcwb.com - Taqueria Super Macho (3.1 km): https://directindex.org/r/taqueriasupermacho.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 - **Ordering only through deliveroo.** (+12 points) Every transaction an agent makes goes through the marketplace, which takes its commission. Add a direct way on your own site. Even a simple form will do. Guide: https://directindex.org/guides/online-ordering-without-delivery-apps - **No working HTTPS.** (+3 points) The page is only served over plain http. Browsers and agents rank it lower or refuse it. - **Menu or price list is a PDF.** (+3 points) Most agents skip PDFs or read them badly. Publish it as an HTML page and keep the PDF as a download. Guide: https://directindex.org/guides/menu-pdf-ai - **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) - **The footer says © 2018.** Visitors and assistants may read that year as the last time anyone looked after the site. In Hong Kong, 69% of comparable sites that show a year say 2025 or later. ## 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. ``` # Caliente > local business (mexican) in 3/F, 6 Knutsford Terrace, 000000, Kowloon, Hong Kong. Phone +85227235968. ## Book or order directly - Menu: http://caliente.hk/assets/menu/drink2024.pdf ## About - Website: http://caliente.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 796 of 1491 in Hong Kong. Top 53% 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: 小酒窩餐廳 V.Dimpal Fusion & Pizza House (D, 489 m, https://directindex.org/r/dimpal.com.hk); Tequila Mex Mexican & Indian Restaurant (B, 2529 m, https://directindex.org/r/tequilamexcwb.com); El Gordo Tacos & Grill (D, 2561 m, https://directindex.org/r/thefactoryoriginals.com); Chicano (B, 2871 m, https://directindex.org/r/chicanohk.com); Brickhouse (D, 2893 m, https://directindex.org/r/brickhouse.com.hk); Uncle Miguel (C, 2977 m, https://directindex.org/r/unclemiguel.com); Hatch (F, 3033 m, https://directindex.org/r/eatdrinkhatch.com); Taqueria Super Macho (B, 3093 m, https://directindex.org/r/taqueriasupermacho.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. Caliente wasn't one of them. See who was named: https://directindex.org/city/hong-kong/recommended Compared with its peers: Sites using Deliveroo 63% (39% A or B, 530 sites); This site 41.5%. See what an AI agent reads on this site: https://directindex.org/r/caliente.hk/agent-view ## Businesses like Caliente in Hong Kong | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in Hong Kong | 1491 | 45% | 17% | 41.5% | | Sites using Deliveroo in Hong Kong | 12 | 54% | 25% | 41.5% | The best of the sites using Deliveroo in Hong Kong: FRITES Belgium on Tap (A 86.2%, https://directindex.org/r/frites.com); Biergarten German Bar & Restaurant (B 84.6%, https://directindex.org/r/biergarten-hongkong.com); Moo Moo Burger (B 81.5%, https://directindex.org/r/moomooburger.shop); Pastis Bistro Francais (C 58.5%, https://directindex.org/r/french-creations.com); Miss India Restaurant (C 55.4%, https://directindex.org/r/missindia.com.hk). With the three fixes above (No structured data for the business; Ordering only through deliveroo; No working HTTPS), the score would be about 87.7%. That would be 41st of 1,491 in Hong Kong, up from 796th. ## The direct record What agents get for Caliente, as JSON: https://directindex.org/api/direct/caliente.hk - Book: none on record - Order: none on record - Menu: http://caliente.hk/assets/menu/drink2024.pdf (pdf; from the scan) - Hours: none on record - Phone: +85227235968 - Stable links that count: https://directindex.org/go/caliente.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 - Vendor terms for agents, Deliveroo: Not stated. Deliveroo's terms of service (6 October 2026) and terms of use say nothing about bots or automated ordering; they bar access without authority and interference with the service; no agent programme was found. Read 2026-10-15: https://deliveroo.co.uk/legal ## Score breakdown | Component | Points | Available | |---|---|---| | Reachable | 20 | 25 | | Readable | 4 | 25 | | Actionable | 3 | 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/caliente.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/caliente.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/caliente.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=caliente.hk&force=1