# Lumiere: Agent-Direct Score C (63.1%) Site: http://www.lumiere.com.hk/ Report: https://directindex.org/r/lumiere.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.) Lumiere is partly visible to agents. An AI assistant can open Lumiere'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://www.lumiere.com.hk/free-breast-treatment/ (on the business's own site) - Phone: +85228363968 - Address: Pak Hok Ting St, 10-18號01-02室 New Town Tower, 5樓, , New Territories - WhatsApp: a link on the site ## Nearby, also direct Places near Lumiere that take a booking or an order on their own website, with no marketplace in between. - Sabon (150 m): https://directindex.org/r/sabon.com.hk - Estee Lauder (200 m): https://directindex.org/r/esteelauder.com.hk - 清肌美療 (1.2 km): https://directindex.org/r/pureskincare.com.hk - Natural Herbal Hair Care Asia 草藥染髪及健髮 (2 km): https://directindex.org/r/naturalherbalhaircare.com.sg ## What to fix first - **No structured data for the business.** (+14 points) Add schema.org JSON-LD for the business (HairSalon, BeautySalon or the closest type, with name, address, telephone and openingHoursSpecification). Every assistant reads this block first, and the fix kit below has it filled in. Guide: https://directindex.org/guides/structured-data-restaurant - **No price list of services found.** (+7 points) Agents answer 'what do they offer and what does it cost?' from marketplaces and directories instead. Add a page that lists services and prices as text, 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 - **The phone number on the site doesn't match the open map data.** The site shows +85221267576, but OpenStreetMap or Overture Maps lists +85228363968. An assistant that sees two numbers can't tell which one to trust. Fix whichever is wrong, on the site or in the map data at openstreetmap.org. ## 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, 26% 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. ``` # Lumiere > local business in Pak Hok Ting St, 10-18號01-02室 New Town Tower, 5樓, , New Territories, Hong Kong hairdressers and beauty salons. Phone +85228363968. ## Book or order directly - Book: https://www.lumiere.com.hk/free-breast-treatment/ (on the business's own site) ## About - Website: http://www.lumiere.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.** No rule blocks the main AI user agents. - **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all got a normal response. - **Appointments on your own site.** Agents can book an appointment without going through a marketplace. ## Where it stands 188 of 935 in Hong Kong hairdressers and beauty salons. Top 20% 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 | 100% | yes | | Publish the menu or price list as HTML | 11% | no | | Let AI crawlers in (no block at the server or in robots.txt) | 97% | yes | | Structured data with address, phone and hours | 2% | no | | Have an llms.txt | 71% | no | Nearest places in the index: Sabon (B, 146 m, https://directindex.org/r/sabon.com.hk); Estee Lauder (B, 203 m, https://directindex.org/r/esteelauder.com.hk); 蝶軒美容纖體中心-大圍分店 (F, 471 m, https://directindex.org/r/joynaturalco.com); OM Spa (F, 829 m, https://directindex.org/r/spa-om.com); 清肌美療 (B, 1191 m, https://directindex.org/r/pureskincare.com.hk); Diamond Beauty (F, 1198 m, https://directindex.org/r/diamondbeauty.com.hk); Flyin Nails (F, 1694 m, https://directindex.org/r/flyinnails.com); Hair Recovery (D, 1956 m, https://directindex.org/r/hair-recovery.hk); Natural Herbal Hair Care Asia 草藥染髪及健髮 (B, 1964 m, https://directindex.org/r/naturalherbalhaircare.com.sg); Winnie Beauty HK (C, 2174 m, https://directindex.org/r/winnie.vn). ## 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. Compared with its peers: Sites built with WordPress 58% (29% A or B, 108921 sites); This site 63.1%. See what an AI agent reads on this site: https://directindex.org/r/lumiere.com.hk/agent-view ## Businesses like Lumiere in Hong Kong hairdressers and beauty salons | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in Hong Kong hairdressers and beauty salons | 935 | 47% | 16% | 63.1% | | Sites built with WordPress in Hong Kong hairdressers and beauty salons | 264 | 53% | 18% | 63.1% | The best of the sites built with WordPress in Hong Kong hairdressers and beauty salons: Chi Wa Siam Day Spa (A 86.2%, https://directindex.org/r/chiwasiam.com); Floww Massage and Wellness (A 86.2%, https://directindex.org/r/floww.com.hk); Gene 柔針清痘專家 (B 84.6%, https://directindex.org/r/geneskin.com.hk); 藏紅天·來自Hailina海麗水源美肌 (B 81.5%, https://directindex.org/r/hailina.com.hk); Salonicon (B 80%, https://directindex.org/r/salonicon.com.hk). With the two fixes above (No structured data for the business; No price list of services found), the score would be about 95.4%, which would be first of 935 in Hong Kong hairdressers and beauty salons. ## The direct record What agents get for Lumiere, as JSON: https://directindex.org/api/direct/lumiere.com.hk - Book: https://www.lumiere.com.hk/free-breast-treatment/ (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: +85228363968 - Stable links that count: https://directindex.org/go/lumiere.com.hk/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 | 1 | 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/lumiere.com.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: 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/lumiere.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/lumiere.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=lumiere.com.hk&force=1