# Ho Choi Seafood Restaurant: Agent-Direct Score F (20.5%)

Site: https://www.hochoi.com
Report: https://directindex.org/r/hochoi.com
Scanned: 2026-10-16 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.)
Ho Choi Seafood Restaurant is largely invisible to agents.
Some AI assistants are turned away by Ho Choi Seafood Restaurant's website. It can't find a menu or price list, so it answers from other sites. It can't find a link to book or order online.

## Direct links
- Phone: 23880223
- Address: 彌敦道 Nathan Road 530-538 3/F

## Nearby, also direct
Places near Ho Choi Seafood Restaurant that take a booking or an order on their own website, with no marketplace in between.
- am.pm (130 m): https://directindex.org/r/ampm-antepost.co
- 紅牛鮮牛海鮮火鍋自助放題 (260 m): https://directindex.org/r/yummyeshop.com

## What to fix first
- **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 booking or ordering 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 booking or ordering page on your own domain. Guide: https://directindex.org/guides/book-direct-on-your-own-website
- **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
- **The server turns AI crawlers away at the door.** (+6.7 points) Requests as GPTBot (challenge:access denied), PerplexityBot (challenge:access denied) were refused, but a normal browser got the page. That's usually a bot list at the host or in a firewall that the owner never chose. Ask the host to allow these user agents. Guide: https://directindex.org/guides/blocking-ai-crawlers-without-knowing
- **No working HTTPS.** (+3 points) The page is only served over plain http. Browsers and agents rank it lower or refuse it.
- **Almost no text without JavaScript.** (+2 points) Crawlers that don't run scripts see an empty page. Put the menu, hours and address in plain HTML. Guide: https://directindex.org/guides/website-blank-without-javascript

## What the site tells visitors (Measured, not scored)
- **No English version declared.** Visitors from abroad, and assistants answering in English, read the page as it is. In Hong Kong, 29% of comparable sites declare one.

## 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": "Restaurant",
  "name": "Ho Choi Seafood Restaurant",
  "url": "https://www.hochoi.com",
  "telephone": "23880223",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "彌敦道 Nathan Road 530-538 3/F"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 22.3133566,
    "longitude": 114.1708215
  }
}
</script>
```

## Already right
- **robots.txt lets AI crawlers in.** No rule blocks the main AI user agents.

## Where it stands
1265 of 1491 in Hong Kong. Top 85% 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% | no |
| 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% | yes |

Nearest places in the index: 香港中華基督教青年會 Chinese YMCA of Hong Kong - YM Motion (F, 81 m, https://directindex.org/r/ymca.org.hk); 味千拉麵 Ajisen Ramen (D, 91 m, https://directindex.org/r/aji1000.co.jp); 吉野家 Yoshinoya (F, 107 m, https://directindex.org/r/yoshinoya.com.hk); am.pm (C, 129 m, https://directindex.org/r/ampm-antepost.co); 四季煲仔飯 Four Season (F, 213 m, https://directindex.org/r/tripweblog.com); 老川皇 (F, 217 m, https://directindex.org/r/qq.com); 紅茶館 (D, 249 m, https://directindex.org/r/bthhotel.com); 嬌姐美食 (F, 250 m, https://directindex.org/r/x.com); 新台式珍珠奶茶 (D, 258 m, https://directindex.org/r/newforest.com.hk); 紅牛鮮牛海鮮火鍋自助放題 (B, 261 m, https://directindex.org/r/yummyeshop.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.

The assistants were asked 12 everyday questions about Hong Kong and named 87 places. Ho Choi Seafood Restaurant wasn't one of them. See who was named: https://directindex.org/city/hong-kong/recommended


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

## Businesses like Ho Choi Seafood Restaurant in Hong Kong

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Hong Kong | 1491 | 45% | 17% | 20.5% |

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 (No structured data for the business; No booking or ordering link on the website; No menu or price list found), the score would be about 77.4%. That would be 125th of 1,491 in Hong Kong, up from 1265th.

## The direct record
What agents get for Ho Choi Seafood Restaurant, as JSON: https://directindex.org/api/direct/hochoi.com
- Book: none on record
- Order: none on record
- Menu: none on record
- Hours: none on record
- Phone: 23880223

## 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

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 13.3 | 25 |
| Readable | 0 | 25 |
| Actionable | 0 | 15 (the action test: pending) |
| Cited | 0 | 0 (the assistant citation check: pending) |

## Agent readiness (Cloudflare)
Level 1 of 5, Basic Web Presence. Cloudflare's report: https://isitagentready.com/hochoi.com
- 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: no

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