# Lee Ho Fook: Agent-Direct Score A (88.5%)

Site: https://www.leehofookhonolulu.com/
Report: https://directindex.org/r/leehofookhonolulu.com
Scanned: 2026-11-12 (Provisional, with the assistant citation check still to come. The hatched part of the bar isn't measured yet.)
Lee Ho Fook is ready for agents.
Some AI assistants are turned away by Lee Ho Fook's website. It can read what Lee Ho Fook offers. It finds a way to book or order directly on the site.

## Direct links
- Order directly: https://order.leehofookhonolulu.com/order (on the business's own site)
- Menu: https://www.leehofookhonolulu.com/#menu
- Phone: +18085366077
- Address: 100 N Beretania St Ste 170, Honolulu, HI 96817
- Hours, from OpenStreetMap · Overture Maps: Mon–Tue 10:00–18:30; Wed 10:00–15:00; Thu–Sat 10:00–18:30; Sun 10:00–18:00
- Prices: 121 prices on the site, the middle one $16.45

## Nearby, also direct
Places near Lee Ho Fook that take a booking or an order on their own website, with no marketplace in between.
- Lam's Kitchen (240 m): https://directindex.org/r/lamskitchenhawaii.com
- Yat Tung Chow Noodle Factory 周一統麵廠 (390 m): https://directindex.org/r/importgenius.com
- Hoy Tin Kitchen | Chinese (1 km): https://directindex.org/r/amigorestaurantonline.com

## What to fix first
- **robots.txt blocks GPTBot.** (+1.2 points) 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
- **No llms.txt.** (no points, but worth doing) Optional for now and cheap to add. It's a short text file that describes the business for language models. Guide: https://directindex.org/guides/llms-txt-for-a-business

## What the site tells visitors (Measured, not scored)
- **121 prices on the landing page, the middle one $16.45.** 

## Fix kit: What to paste

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: /
```

llms.txt. Save as /llms.txt at the root of the site.

```
# Lee Ho Fook

> restaurant (chinese) in 100 N Beretania St Ste 170, Honolulu, HI 96817, Honolulu. Phone +18085366077.

## Book or order directly

- Order: https://order.leehofookhonolulu.com/order (on the business's own site)
- Menu: https://www.leehofookhonolulu.com/#menu

## Opening hours

Mo-Tu 10:00-18:30; We 10:00-15:00; Th-Sa 10:00-18:30; Su 10:00-18:00

## About

- Website: https://www.leehofookhonolulu.com/
- This file follows llms.txt (https://llmstxt.org): a short plain-text description for language models.
```

## Already right
- **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all got a normal response.
- **Structured data found (Restaurant).** address, phone, opening hours
- **Menu or price list is an HTML page.** Agents can read the items and prices.
- **Ordering on your own site.** Agents can order without going through a marketplace.

## Where it stands
51 of 835 in Honolulu. Top 6% 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 | 99% | yes |
| Publish the menu or price list as HTML | 92% | yes |
| Let AI crawlers in (no block at the server or in robots.txt) | 98% | no |
| Structured data with address, phone and hours | 57% | yes |
| Have an llms.txt | 36% | no |

Nearest places with a similar menu: The World Journal Chinese Newspaper (F, 50 m, https://directindex.org/r/worldjournal.com); Legend Seafood Restaurant (F, 79 m, https://directindex.org/r/legendseafoodhonolulu.com); Lam's Kitchen (A, 240 m, https://directindex.org/r/lamskitchenhawaii.com); Mei Sum Dim Sum (F, 312 m, https://directindex.org/r/meisumdimsum.com); Yat Tung Chow Noodle Factory 周一統麵廠 (A, 385 m, https://directindex.org/r/importgenius.com); Mandarin Express (F, 447 m, https://directindex.org/r/mandarinexpress.us); Nice Day Chinese Seafood Restaurant (F, 579 m, https://directindex.org/r/nicedaychinese.com); Moon Garden Restaurant | Cantonese (F, 712 m, https://directindex.org/r/moongardenrestaurant.com); Hoy Tin Kitchen | Chinese (A, 1004 m, https://directindex.org/r/amigorestaurantonline.com); New Liu's Chop Suey (F, 2445 m, https://directindex.org/r/staradvertiser.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 22 everyday questions about Honolulu and named 105 places. Lee Ho Fook wasn't one of them. See who was named: https://directindex.org/city/honolulu/recommended


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

## Businesses like Lee Ho Fook in Honolulu

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Honolulu | 835 | 54% | 34% | 88.5% |

The best of the businesses of the same kind in Honolulu: Aloha Bento (A 100%, https://directindex.org/r/currentshi.com); Mezzo (A 100%, https://directindex.org/r/mezzobistrohawaii.com); Seasons (A 100%, https://directindex.org/r/seasonseateryhi.com); Sunshine&Pineapple Cafe (A 100%, https://directindex.org/r/sunshineandpineapple.com); Yama's Fish Market (A 100%, https://directindex.org/r/yamasfishmarket.com).

With the fix above (robots.txt blocks GPTBot), the score would be about 90%. That would be 31st of 835 in Honolulu, up from 51st.

## The direct record
What agents get for Lee Ho Fook, as JSON: https://directindex.org/api/direct/leehofookhonolulu.com
- Book: none on record
- Order: https://order.leehofookhonolulu.com/order (own site; could not verify: partial (2026-11-12))
- Menu: https://www.leehofookhonolulu.com/#menu (html_page; from the scan)
- Hours: Mo-Tu 10:00-18:30; We 10:00-15:00; Th-Sa 10:00-18:30; Su 10:00-18:00 (closed now) (from OpenStreetMap)
- Phone: +18085366077
- Stable links that count: https://directindex.org/go/leehofookhonolulu.com/order, https://directindex.org/go/leehofookhonolulu.com/menu

## 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

Found one hop past the home page: booking page /order: 122 menu items in JSON-LD.

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 23.8 | 25 |
| Readable | 25 | 25 |
| Actionable | 22 | 30 |
| Cited | 0 | 0 (the assistant citation check: pending) |

## Agent readiness (Cloudflare)
Level 1 of 5, Basic Web Presence. Cloudflare's report: https://isitagentready.com/leehofookhonolulu.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: no (how: https://isitagentready.com/.well-known/agent-skills/llms-txt/SKILL.md)
- 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: yes

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