# What Da Duck: Agent-Direct Score F (23.1%)

Site: https://foodpanda.go.link/2H0F8
Report: https://directindex.org/r/foodpanda.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.)
What Da Duck is largely invisible to agents.
AI assistants can't open What Da Duck's website, so they go by what other sites say about it.

## Direct links
- Order directly: https://www.foodpanda.hk/restaurant/e466/servo (on the business's own site)
- Phone: +85260154487
- Address: Trilogy, Hong Kong
- Languages: English, Chinese

## Nearby, also direct
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): https://directindex.org/r/kwanshingstore.com

## 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. Guide: https://directindex.org/guides/blocking-ai-crawlers-without-knowing
- **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
- **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. Guide: https://directindex.org/guides/menu-pdf-ai
- **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. Guide: https://directindex.org/guides/robots-txt-for-ai-agents

## 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
<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.

```
# 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: /
```

## Already right
- **Ordering on your own site.** Agents can order without going through a marketplace.

## Where it stands
1113 of 1491 in Hong Kong. Top 75% 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 | 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 |

Nearest places in the index: La Paloma (C, 122 m, https://directindex.org/r/lapaloma.hk); 德成海味 (Tak Shing Seafood) (F, 125 m, https://directindex.org/r/tsseafood.com); Beef & Liberty Burgers (D, 141 m, https://directindex.org/r/beef-liberty.com); Honjo (C, 144 m, https://directindex.org/r/honjohk.com); 均成辦館 (F, 178 m, https://directindex.org/r/kwanshingstore.com); ABC Kitchen (D, 187 m, https://directindex.org/r/abckitchen.com.hk); Chautari Restaurant (D, 193 m, https://directindex.org/r/chautari.com.hk); The Bottle & Steak (D, 216 m, https://directindex.org/r/thebottleand.com); Sweetheart Chinese Restaurant (D, 221 m, https://directindex.org/r/sweetheartchineserestaurant.com); Pata Negra House (F, 228 m, https://directindex.org/r/patanegrahouse.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.

Recommended when people ask: "I'm feeling like chicken tonight. Where can I order from?" (Claude); "I want sushi delivered this evening." (ChatGPT)


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

## 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
- "I'm feeling like chicken tonight. Where can I order from?" (2026-10-16): Claude with a link to this site. https://directindex.org/city/hong-kong/recommended/chicken
- "I want sushi delivered this evening." (2026-10-16): ChatGPT with a link to this site. https://directindex.org/city/hong-kong/recommended/sushi
Named by 2 of 3 assistants asked. Badge: https://directindex.org/badge/named/foodpanda.hk.svg

## 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 | 1491 | 45% | 17% | 23.1% |

The best of the businesses of the same kind in Hong Kong: Eatology (A 100%, https://directindex.org/r/eatologyasia.com); Porterhouse (A 100%, https://directindex.org/r/lkfconcepts.com); The Den (A 100%, https://directindex.org/r/thedenhk.com); Village Indian and Malaysian Restaurant (A 100%, https://directindex.org/r/saikungvillage.com); 鏞記酒家 Yung Kee Restaurant (A 100%, https://directindex.org/r/yungkee.com.hk).

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.

## The direct record
What agents get for What Da Duck, as JSON: https://directindex.org/api/direct/foodpanda.hk
- Book: none on record
- Order: https://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: https://directindex.org/go/foodpanda.hk/order

## 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

Only a real browser got this page (a plain fetch got challenge:px-captcha); Readable and Actionable were measured on the rendered page.

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 0 | 25 |
| Readable | 0 | 25 |
| Actionable | 15 | 15 (the action test: pending) |
| Cited | 0 | 0 (the assistant citation check: pending) |

## Agent readiness (Cloudflare)
Not measured for this scan.
- JSON-LD for the business: no

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