Hong Kong 香港
yelp.com.hk is largely invisible to agents.
Listed by Overture Maps.
Ways to reach Hong Kong 香港 directly, with no marketplace in between. Checked 2026-10-20. Report a mistake
香港、九龍、新界, , Kowloon
Languages: Czech, Danish, German, English, Spanish, Finnish, French, Italian, Japanese, Malay, Norwegian Bokmål, Dutch, Polish, Portuguese, Swedish, Turkish, Chinese
Places near Hong Kong 香港 that take a booking or an order on their own website, with no marketplace in between.
- Shoestring Travel Ltd 天星旅行社80 m
- 俊華旅行社150 m
The website's grade
AI assistants can't open Hong Kong 香港's website, so they go by what other sites say about it.
8 of 65 points available
agent-readiness level
things to fix
Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.
What assistants answer
Each assistant gets three questions about this business: the official website, where to book and where to order. Each cell shows where the answer sent people.
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.
How Hong Kong 香港 compares
372 of 417 in Hong Kong tours, attractions and museums
Top 89% of the sites scanned in this index. Just above: Caribbean Coast F, 西區海底隧道 F. Just below: Taiwan Visitors Association Hong Kong Office F, 100 Percent Overseas Wedding F.
| What the top 10% of the index does | Top 10% | This site |
|---|---|---|
| Take bookings or orders on their own domain | 95% | no |
| Publish the menu or price list as HTML | 10% | no |
| Let AI crawlers in (no block at the server or in robots.txt) | 88% | no |
| Structured data with address, phone and hours | 7% | no |
| Have an llms.txt | 19% | no |
The top 10% are the 42 highest-scoring reachable sites in the index at the last update.
Nearest places in the index
| Place | Distance | Grade | Direct booking or ordering |
|---|---|---|---|
| World Wide Travel Services | 33 m | F | no |
| 慢曝人生 Time Fly Slow With Film | 50 m | F | no |
| Shoestring Travel Ltd 天星旅行社 | 76 m | C | yes |
| Travel Resources 旅遊網 | 88 m | D | no |
| Gray Line Tours Of Hong Kong | 122 m | F | no |
| 俊華旅行社 | 153 m | C | yes |
| 新興行旅行社有限公司 | 165 m | F | no |
| 衞生教育展覽及資料中心 Health Education Exhibition and Resource Centre | 181 m | F | no |
| Xpert Holidays 至專假日 | 194 m | F | no |
| 旅遊聯盟 | 211 m | C | no |
Businesses like Hong Kong 香港 in Hong Kong tours, attractions and museums
| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Hong Kong tours, attractions and museums | 417 | 40% | 5% | 12.3% |
The best of the businesses of the same kind in Hong Kong tours, attractions and museums
British Connections - British Passport & UK Visa Centre B 84.6% · 香港兒童探索博物館 B 83.1% · Aqualuna Wanchai Public Pier B 80% · Liang Yi Museum B 80% · パンダバス香港 B 80%
After the top fixes
With the three fixes above (The site turns away every visitor that isn't a browser, AI agents included; No ticket link on the website; Structured data is incomplete), the score would be about 69.2%. That would be 23rd of 417 in Hong Kong tours, attractions and museums, up from 372nd.
Peers are the businesses in the same index that have a reachable site, using the latest scan of each. The rank comes from the index's current ranking.
What to fix first
- The site turns away every visitor that isn't a browser, AI agents included +15 points
A plain fetch was refused (challenge:datadome). Only a real browser got the page. Every AI crawler and agent gets turned away the same way, so Reachable scores 0 and the rest is measured on the page as the browser rendered it. Ask the host to let the AI user agents through. How to fix it
- No ticket link on the website +15 points
There's no link on the site for an agent to follow. If you take bookings or orders through a platform, link to it from the site so agents can find it. Add a ticket or booking page on your own domain. How to fix it
- Structured data is incomplete +7 points
Missing: address, telephone, opening hours. How to fix it
- No tickets and prices found +7 points
Agents answer 'what does it cost and when?' from marketplaces instead. Add a page with tickets, times and prices as text, and link to it from the homepage. How to fix it
- robots.txt blocks GPTBot, ClaudeBot, PerplexityBot, Google-Extended, OAI-SearchBot, ChatGPT-User, Claude-User, Perplexity-User no points, but worth doing
These are the crawlers behind ChatGPT, Claude, Perplexity and Google's AI features. Remove the Disallow lines for them, or add explicit Allow rules. How to fix it
Send the fixes to your web person
No one is listed yet to fix this in Hong Kong tours, attractions and museums. List your agency or yourself. It's free, and every listing is reviewed by hand.
Already right
- Structured data found (Organization) no address, phone or hours in it
Builder: unknown · Front: cloudflare · A plain fetch got challenge:datadome; a real browser got the page, so the scan continues on the rendered page.
What to paste
Filled in from the business's own record and this scan. Check every line before it goes live. The guides show where it goes on your builder.
Show the code 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. Guide.
<script type="application/ld+json">
{
"@context": "https://schema.org",
"@type": "Organization",
"name": "Hong Kong 香港",
"url": "http://www.yelp.com.hk",
"address": "香港、九龍、新界, , Kowloon",
"geo": {
"@type": "GeoCoordinates",
"latitude": 22.296966262303,
"longitude": 114.17229429948
}
}
</script>
robots.txt
Add these lines to /robots.txt and delete any Disallow rule that names these crawlers. Guide.
# Let AI assistants read the site: they send people to you; a marketplace keeps them. # Remove any Disallow lines for these names elsewhere in this file. User-agent: GPTBot Allow: / User-agent: ClaudeBot Allow: / User-agent: PerplexityBot Allow: / User-agent: Google-Extended Allow: / User-agent: OAI-SearchBot Allow: / User-agent: ChatGPT-User Allow: / User-agent: Claude-User Allow: / User-agent: Perplexity-User Allow: /
Own this business?
If you fixed something or think a check is wrong, rescan. Rescans are free. Claiming takes one email to confirm. After that, the three assistants are asked about the business right away and the site is rescanned every week. You get a message only when the score changes.
Rescan now · Markdown · Dispute a check
Keep watching this business: the assistants are asked again every month, and you see what changed. 2 EUR a month or 19 EUR a year. Deep report: ten questions to each assistant, plus the places nearby. 5 EUR, paid once. Reading and scanning stay free. These few euros pay for the questions sent to the assistants and for the servers.
Show the score
Owners who score well put the badge on their site. It links back here and updates with every scan.
<a href="https://directindex.org/r/yelp.com.hk"><img src="https://directindex.org/badge/yelp.com.hk.svg" alt="Agent-Direct Score F" width="236" height="40"></a>
What agents get, and what the site publishes
The direct record agents get for this business, the rails an agent could transact through, and the agent standards the site publishes.
Show the details
What agents get for Hong Kong 香港
No direct path on record: the scan of 2026-10-20 found no booking or ordering link on yelp.com.hk or on a vendor's site. The same record is served as JSON at /api/direct/yelp.com.hk, through the MCP tool direct_record and in the city feed /city/hong-kong-tours/direct.json.
| Path | Link | Status |
|---|---|---|
| Book | none on record | |
| Order | none on record | |
| Menu | none on record | |
| Hours | none on record | |
| Phone | none on record |
Owners: claim the business below to correct this record; the claim email carries the link.
Can an agent transact?
Measured, not scored: the Agent-Direct Score stays at specification v1.0. This says which rails an agent could transact through today, and what the booking or ordering vendor's terms allow.
| 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 |
Only a real browser got this page (a plain fetch got challenge:datadome); Readable and Actionable were measured on the rendered page.
Not measured
These are the standards an agent looks for before it reads a page, checked the same way as Cloudflare's Agent Readiness scan. They don't count toward the score. Each missing item links to a how-to. Cloudflare's report.
| JSON-LD for the business | yes |