What Da Duck
foodpanda.hk is largely invisible to agents.
Listed by Overture Maps.
Ways to reach What Da Duck directly, with no marketplace in between. Checked 2026-10-20. On the business's own site. Report a mistake
Trilogy, Hong Kong · +85260154487
Languages: English, Chinese
Places near What Da Duck that take a booking or an order on their own website, with no marketplace in between.
- 均成辦館180 m · seafood
The website's grade
AI assistants can't open What Da Duck's website, so they go by what other sites say about it.
15 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.
Named by ChatGPT and Claude for "I'm feeling like chicken tonight. Where can I order from?" and "I want sushi delivered this evening" in Hong Kong, October 2026
Each assistant was asked the way people ask, with web search on, for up to three places in Hong Kong and a link to each one's own site. This business was named in 2 answers, by 2 of the 3 assistants asked.
| Question | Named by | Asked |
|---|---|---|
| I'm feeling like chicken tonight. Where can I order from? | Claude with a link to this site | 2026-10-16 |
| I want sushi delivered this evening. | ChatGPT with a link to this site | 2026-10-16 |
Every place named in Hong Kong, question by question.
Show it
The badge shows how many of the assistants asked named this business, and the month. It updates after every round.
<a href="https://directindex.org/r/foodpanda.hk"><img src="https://directindex.org/badge/named/foodpanda.hk.svg" alt="Named by 2 of 3 assistants, Direct Index" width="300" height="40"></a>
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.
Recommended when people ask:
“I'm feeling like chicken tonight. Where can I order from?” (Claude, with a link to this site)
“I want sushi delivered this evening.” (ChatGPT, with a link to this site)
How What Da Duck compares
1,113 of 1,491 in Hong Kong
Top 75% of the sites scanned in this index. Just above: 甬府 F, 糧船灣(有利)海鮮漁村 High Island (Yau Ley) Seafood Restaurant F. Just below: 聯威商業中心。中國龍 F, 越不同 Viet Bu Tong F.
| 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 | 75% | no |
| Let AI crawlers in (no block at the server or in robots.txt) | 92% | no |
| Structured data with address, phone and hours | 25% | no |
| Have an llms.txt | 43% | no |
The top 10% are the 153 highest-scoring reachable sites in the index at the last update.
Nearest places in the index
| Place | Distance | Grade | Direct booking or ordering |
|---|---|---|---|
| La Paloma spanish | 122 m | C | no |
| 德成海味 (Tak Shing Seafood) seafood | 125 m | F | no |
| Beef & Liberty Burgers burger | 141 m | D | no |
| Honjo japanese | 144 m | C | no |
| 均成辦館 seafood | 178 m | F | yes |
| ABC Kitchen | 187 m | D | no |
| Chautari Restaurant nepalese | 193 m | D | no |
| The Bottle & Steak | 216 m | D | no |
| Sweetheart Chinese Restaurant chinese | 221 m | D | no |
| Pata Negra House | 228 m | F | no |
Businesses like What Da Duck in Hong Kong
| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Hong Kong | 1,491 | 45% | 17% | 23.1% |
The best of the businesses of the same kind in Hong Kong
Eatology A 100% · Porterhouse A 100% · The Den A 100% · Village Indian and Malaysian Restaurant A 100% · 鏞記酒家 Yung Kee Restaurant A 100%
After the top fixes
With the three fixes above (The site turns away every visitor that isn't a browser, AI agents included; No structured data for the business; No menu or price list found), the score would be about 93.5%. That would be 13th of 1,491 in Hong Kong, up from 1113th.
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 +23.8 points
A plain fetch was refused (challenge:px-captcha). 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 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. How to fix it
- No menu or price list found +7 points
Agents answer 'what do they offer?' from marketplaces instead. Add a page with the menu or price list and link to it from the homepage. How to fix it
- robots.txt blocks GPTBot 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. List your agency or yourself. It's free, and every listing is reviewed by hand.
Already right
- Ordering on your own site Agents can order without going through a marketplace.
Builder: unknown · Front: cloudflare · A plain fetch got challenge:px-captcha; 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": "LocalBusiness",
"name": "What Da Duck",
"url": "https://foodpanda.go.link/2H0F8",
"telephone": "+85260154487",
"address": "Trilogy, Hong Kong",
"geo": {
"@type": "GeoCoordinates",
"latitude": 22.28647,
"longitude": 114.14574
},
"potentialAction": [
{
"@type": "OrderAction",
"target": {
"@type": "EntryPoint",
"urlTemplate": "https://www.foodpanda.hk/restaurant/e466/servo",
"actionPlatform": [
"http://schema.org/DesktopWebPlatform",
"http://schema.org/MobileWebPlatform"
]
}
}
]
}
</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.
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 What Da Duck
The links an assistant is sent when it books, orders or reads the menu for this business, where each leads, and when a browser last checked it. The same record is served as JSON at /api/direct/foodpanda.hk, through the MCP tool direct_record and in the city feed /city/hong-kong/direct.json.
| Path | Link | Status |
|---|---|---|
| Book | none on record | |
| Order | www.foodpanda.hk/restaurant/e466/servo own site | found by the scan of 2026-10-20, not yet tested |
| Menu | none on record | |
| Hours | none on record | |
| Phone | +85260154487 |
Stable links that count: /go/foodpanda.hk/order answer 302 to the links above; the count is the line "followed N direct links" on this page.
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:px-captcha); 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 | no |