# 彩豐行 Choi Fung Hong: Agent-Direct Score F (38.5%)

Site: http://www.choi-fung.com/
Report: https://directindex.org/r/choi-fung.com
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.)
彩豐行 Choi Fung Hong is largely invisible to agents.
AI assistants can't open 彩豐行 Choi Fung Hong's website, so they go by what other sites say about it.

## Direct links
- Order directly: https://choi-fung.com/products/c60%E5%AF%8C%E5%8B%92%E7%83%AF%E5%8D%81%E9%A0%85%E5%85%A8%E8%83%BD%E9%9D%A2%E9%9C%9C (on the business's own site)
- Phone: +85235807207
- Address: Tko Gateway, 2 Sheung Ning Rd, New Territories
- Languages: English, Chinese
- WhatsApp: a link on the site

## Nearby, also direct
Places near 彩豐行 Choi Fung Hong that take a booking or an order on their own website, with no marketplace in between.
- 玄 Silence Massage (2.5 km): https://directindex.org/r/silence-massage.com

## What to fix first
- **The site turns away every visitor that isn't a browser, AI agents included.** (+25 points) A plain fetch was refused (cloudflare_challenge). 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 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
- **Structured data is incomplete.** (+5 points) Missing: telephone, opening hours. Guide: https://directindex.org/guides/structured-data-restaurant

## 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": "Organization",
  "name": "彩豐行 Choi Fung Hong",
  "url": "http://www.choi-fung.com/",
  "telephone": "+85235807207",
  "address": "Tko Gateway, 2 Sheung Ning Rd, New Territories",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 22.31694453,
    "longitude": 114.26518438
  },
  "potentialAction": [
    {
      "@type": "OrderAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://choi-fung.com/products/c60%E5%AF%8C%E5%8B%92%E7%83%AF%E5%8D%81%E9%A0%85%E5%85%A8%E8%83%BD%E9%9D%A2%E9%9C%9C",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      }
    }
  ]
}
</script>
```

## Already right
- **robots.txt lets AI crawlers in.** No rule blocks the main AI user agents.
- **Structured data found (Organization).** address
- **Ordering on your own site.** Agents can order without going through a marketplace.

## Where it stands
638 of 936 in Hong Kong hairdressers and beauty salons. Top 68% 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 | 77% | yes |
| Publish the menu or price list as HTML | 23% | no |
| Let AI crawlers in (no block at the server or in robots.txt) | 92% | no |
| Structured data with address, phone and hours | 1% | no |
| Have an llms.txt | 72% | no |

Nearest places in the index: 足沐庭 按摩 養生館 ZUMUTING Healthy Massage (F, 275 m, https://directindex.org/r/mystrikingly.com); 新足堂 坑口分店 (F, 275 m, https://directindex.org/r/happyfeethome.com.hk); Dream House Beauty (F, 304 m, https://directindex.org/r/dream-house.hk); SaKaeMi Syumi (F, 363 m, https://directindex.org/r/rakubeauty.com); Dr. Koala (C, 1270 m, https://directindex.org/r/drkoalahk.com); VIP Beauty Tseung Kwan O (D, 1575 m, https://directindex.org/r/vipbeautyhk.com); 玄 Silence Massage (B, 2463 m, https://directindex.org/r/silence-massage.com); Simmi (D, 3411 m, https://directindex.org/r/simmi.vip).

## 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.

The assistants were asked 12 everyday questions about Hong Kong hairdressers and beauty salons and named 47 places. 彩豐行 Choi Fung Hong wasn't one of them. See who was named: https://directindex.org/city/hong-kong-salons/recommended


See what an AI agent reads on this site: https://directindex.org/r/choi-fung.com/agent-view

## Businesses like 彩豐行 Choi Fung Hong 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 | 936 | 44% | 9% | 38.5% |

The best of the businesses of the same kind in Hong Kong hairdressers and beauty salons: 足感謝 Fanny Family Massage & Beauty (A 93.8%, https://directindex.org/r/thxmyfoot.org); FJINO (A 90.8%, https://directindex.org/r/fjino.com); Hair Quest Japanese Hair Salon (A 90.8%, https://directindex.org/r/hairquest-hk.com); Lune Lapin (A 90.8%, https://directindex.org/r/lunelapin.org); Melomist Beauty Expert (A 90.8%, https://directindex.org/r/melomist.com).

With the three fixes above (The site turns away every visitor that isn't a browser, AI agents included; No price list of services found; Structured data is incomplete), the score would be about 95.4%, which would be first of 936 in Hong Kong hairdressers and beauty salons.

## The direct record
What agents get for 彩豐行 Choi Fung Hong, as JSON: https://directindex.org/api/direct/choi-fung.com
- Book: none on record
- Order: https://choi-fung.com/products/c60%E5%AF%8C%E5%8B%92%E7%83%AF%E5%8D%81%E9%A0%85%E5%85%A8%E8%83%BD%E9%9D%A2%E9%9C%9C (own site; found by the scan of 2026-10-20, not yet tested)
- Menu: none on record
- Hours: none on record
- Phone: +85235807207
- Stable links that count: https://directindex.org/go/choi-fung.com/order
- Agents and people followed 1 direct link to this business this month (1 by AI agents).

## 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 cloudflare_challenge); Readable and Actionable were measured on the rendered page.

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 0 | 25 |
| Readable | 10 | 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: yes

Keep watching this business (https://directindex.org/r/choi-fung.com/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/choi-fung.com/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=choi-fung.com&force=1