# LALA Hong Kong: Agent-Direct Score A (94.1%)

Site: http://lalahk.co/
Report: https://directindex.org/r/lalahk.co
Scanned: 2026-10-20 (Provisional, with the action test still to come. The hatched part of the bar isn't measured yet.)
LALA Hong Kong is ready for agents.
An AI assistant can open LALA Hong Kong's website. It can read what LALA Hong Kong offers. It finds a way to book or order directly, through SevenRooms.

## Direct links
- Book directly: https://www.sevenrooms.com/explore/labrasseriehongkong/reservations/create/search (through sevenrooms acting for the business)
- Menu: https://www.lalahk.co/menus
- Phone: +85252003915
- Address: 29 Lyndhurst Terrace, , Hong Kong
- Languages: English, Chinese

## Nearby, also direct
Places near LALA Hong Kong that take a booking or an order on their own website, with no marketplace in between.
- La Vache! (110 m): https://directindex.org/r/lavache.com.hk
- Belon (130 m): https://directindex.org/r/belonsoho.com
- La Petite Maison Hong Kong (180 m): https://directindex.org/r/lpmrestaurants.com
- Louise (180 m): https://directindex.org/r/louise.hk
- Bouchon Bistro Français (180 m): https://directindex.org/r/sandshospitality.com

## What to fix first
- Nothing to fix.

## 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.
- **Structured data found (Restaurant).** address, phone, opening hours
- **Menu or price list is an HTML page.** Agents can read the items and prices.
- **Booking through sevenrooms on your own domain.** There's no marketplace commission, and the customer stays yours.
- **SevenRooms works with agents through its partners.** SevenRooms' terms (17 April 2026) bar any robot, spider, scraper or other automated means except bona fide search engines; Google names SevenRooms as an AI Mode booking partner. Terms read on 2026-10-15: https://sevenrooms.com/terms-of-service/. An assistant that isn't a partner may not be able to finish there. A direct path on your own domain works for all of them.

## Where it stands
15 of 1554 in Hong Kong. Top 1% 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% | yes |
| Have an llms.txt | 44% | yes |

Nearest places with a similar menu: La Vache! (C, 107 m, https://directindex.org/r/lavache.com.hk); Belon (B, 132 m, https://directindex.org/r/belonsoho.com); Arbor (C, 163 m, https://directindex.org/r/arbor-hk.com); La Petite Maison Hong Kong (A, 176 m, https://directindex.org/r/lpmrestaurants.com); Louise (B, 178 m, https://directindex.org/r/louise.hk); Bouchon Bistro Français (C, 179 m, https://directindex.org/r/sandshospitality.com); Pastis Bistro Francais (C, 201 m, https://directindex.org/r/french-creations.com); Feuille (B, 260 m, https://directindex.org/r/feuille.hk); Jean-Pierre (C, 287 m, https://directindex.org/r/jean-pierre.com.hk); REX Wine & Grill (D, 350 m, https://directindex.org/r/rexwineandgrill.com.hk).

## What assistants answer
Asked on 2026-10-27 with web search on. 100% of the answers pointed to the business's own site or to a vendor working for it. That share is the Cited part of the score.
| Assistant | Official website? | Where to book? | Where to order? |
|---|---|---|---|
| ChatGPT | own site | vendor, direct: sevenrooms | own site |
| Gemini | own site | vendor, direct: sevenrooms | own site |

The assistants were asked 12 everyday questions about Hong Kong and named 92 places. LALA Hong Kong wasn't one of them. See who was named: https://directindex.org/city/hong-kong/recommended


**What ChatGPT said, Official website? (2026-10-27):** https://www.lalahk.co/ (lalahk.co (https://www.lalahk.co/?utmsource=openai))

**What ChatGPT said, Where to book? (2026-10-27):** Book a table at LALA here: https://www.sevenrooms.com/explore/labrasseriehongkong/reservations/create/search (https://www.sevenrooms.com/explore/labrasseriehongkong/reservations/create/search) (sevenrooms.com (https://www.sevenrooms.com/explore/labrasseriehongkong/reservations/create/search?utmsource=openai))

**What ChatGPT said, Where to order? (2026-10-27):** You can pre-order pastries online from LALA here: Order from LALA (https://www.lalahk.co/happenings) — select “ORDER HERE” under the Pastry section. (lalahk.co (https://www.lalahk.co/happenings?utmsource=openai))

**What Gemini said, Official website? (2026-10-27):** The official website of LALA Hong Kong is https://www.lalahk.co.

**What Gemini said, Where to book? (2026-10-27):** You can book a table online at LALA Hong Kong through SevenRooms. Here's the link you should use: https://www.sevenrooms.com/reservations/lala

**What Gemini said, Where to order? (2026-10-27):** You can pre-order pastries from LALA Hong Kong online through their ordering system on SevenRooms. Here is the link: https://sevn.io/z/t6aF3X2 Please note that this link appears to be specifically for pre-ordering their pastry items. For reservations for their full French dining experience, you would typically use the reservation options on their main website.

Compared with its peers: Sites built with Wix 52% (28% A or B, 48660 sites); Sites using SevenRooms 74% (64% A or B, 4812 sites); This site 94.1%.

See what an AI agent reads on this site: https://directindex.org/r/lalahk.co/agent-view

## Businesses like LALA Hong Kong in Hong Kong

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Hong Kong | 1554 | 45% | 17% | 94.1% |
| Sites built with Wix in Hong Kong | 218 | 60% | 35% | 94.1% |
| Sites using SevenRooms in Hong Kong | 116 | 69% | 45% | 94.1% |
| Sites built with Wix and using SevenRooms in Hong Kong | 13 | 72% | 62% | 94.1% |

The best of the sites built with Wix and using SevenRooms in Hong Kong: Primo Posto (A 89.2%, https://directindex.org/r/primo-hk.com); Heimat by Peter Find (A 87.7%, https://directindex.org/r/heimat.hk); Feuille (B 83.1%, https://directindex.org/r/feuille.hk); JIJA by Vicky Lau (B 78.5%, https://directindex.org/r/jijarestaurant.com); Pondi (B 73.8%, https://directindex.org/r/pondi.hk).

## The direct record
What agents get for LALA Hong Kong, as JSON: https://directindex.org/api/direct/lalahk.co
- Book: https://www.sevenrooms.com/explore/labrasseriehongkong/reservations/create/search (vendor on own site: SevenRooms; found by the scan of 2026-10-20, not yet tested)
- Order: none on record
- Menu: https://www.lalahk.co/menus (html_page; from the scan)
- Hours: none on record
- Phone: +85252003915
- Stable links that count: https://directindex.org/go/lalahk.co/book, https://directindex.org/go/lalahk.co/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): yes
- 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, SevenRooms: Through partners. SevenRooms' terms (17 April 2026) bar any robot, spider, scraper or other automated means except bona fide search engines; Google names SevenRooms as an AI Mode booking partner. Read 2026-10-15: https://sevenrooms.com/terms-of-service/

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 25 | 25 |
| Actionable | 10 | 15 (the action test: pending) |
| Cited | 20 | 20 |

## Agent readiness (Cloudflare)
Level 1 of 5, Basic Web Presence. Cloudflare's report: https://isitagentready.com/lalahk.co
- 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: yes
- 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: yes

Keep watching this business (https://directindex.org/r/lalahk.co/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/lalahk.co/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=lalahk.co&force=1