# Mud Hen Water: Agent-Direct Score A (87.7%)

Site: https://www.mudhenwater.com/
Report: https://directindex.org/r/mudhenwater.com
Scanned: 2026-11-12 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.)
Mud Hen Water is ready for agents.
An AI assistant can open Mud Hen Water's website. It can read what Mud Hen Water offers. It finds a way to book or order directly on the site.

## Direct links
- Book directly: https://www.mudhenwater.com/reservations/ (on the business's own site)
- Menu: https://www.mudhenwater.com/menus/
- Phone: +1-808-737-6000
- Address: 3452 Waialae Avenue, Honolulu, HI 96816
- Hours, from OpenStreetMap · Overture Maps: Mon closed; Tue–Thu 17:00–21:00; Fri 17:00–21:30; Sat 09:30–14:00, 17:00–21:30; Sun 09:30–14:00
- Outdoor seating (OpenStreetMap)

## Nearby, also direct
Places near Mud Hen Water that take a booking or an order on their own website, with no marketplace in between.
- Miro Kaimuki (40 m): https://directindex.org/r/mirokaimuki.com
- The Surfing Pig (430 m): https://directindex.org/r/thesurfingpighawaii.com
- ADEZ Steakhouse & Lounge (1.2 km): https://directindex.org/r/adezhawaii.com
- Zippy's (1.6 km): https://directindex.org/r/zippys.com
- L&L Hawaiian Barbecue (1.9 km): https://directindex.org/r/hawaiianbarbecue.com

## What to fix first
- **Structured data is incomplete.** (+5 points) Missing: address, opening hours. Guide: https://directindex.org/guides/structured-data-restaurant
- **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

## 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": "Mud Hen Water",
  "url": "https://www.mudhenwater.com/",
  "telephone": "+1-808-737-6000",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "3452 Waialae Avenue",
    "postalCode": "96816",
    "addressLocality": "Honolulu",
    "addressRegion": "HI"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 21.2845034,
    "longitude": -157.8021695
  },
  "openingHours": "Tu-Th 17:00-21:00; Fr 17:00-21:30; Sa 09:30-14:00, 17:00-21:30; Su 09:30-14:00",
  "openingHoursSpecification": [
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Tuesday",
        "Wednesday",
        "Thursday"
      ],
      "opens": "17:00",
      "closes": "21:00"
    },
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Friday"
      ],
      "opens": "17:00",
      "closes": "21:30"
    },
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Saturday"
      ],
      "opens": "09:30",
      "closes": "14:00"
    },
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Saturday"
      ],
      "opens": "17:00",
      "closes": "21:30"
    },
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Sunday"
      ],
      "opens": "09:30",
      "closes": "14:00"
    }
  ],
  "servesCuisine": [
    "regional",
    "hawaiian",
    "filipino"
  ],
  "acceptsReservations": "https://www.mudhenwater.com/reservations/",
  "hasMenu": "https://www.mudhenwater.com/menus/",
  "potentialAction": [
    {
      "@type": "ReserveAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://www.mudhenwater.com/reservations/",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      },
      "result": {
        "@type": "Reservation",
        "name": "Reservation"
      }
    }
  ]
}
</script>
```

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

```
# Mud Hen Water

> restaurant (regional, hawaiian, filipino) in 3452 Waialae Avenue, Honolulu, HI 96816, Honolulu. Phone +1-808-737-6000.

## Book or order directly

- Book: https://www.mudhenwater.com/reservations/ (on the business's own site)
- Menu: https://www.mudhenwater.com/menus/

## Opening hours

Tu-Th 17:00-21:00; Fr 17:00-21:30; Sa 09:30-14:00, 17:00-21:30; Su 09:30-14:00

## About

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

## Already right
- **robots.txt lets AI crawlers in.** There's no robots.txt, which means everything is allowed.
- **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all got a normal response.
- **Structured data found (Organization).** phone
- **Menu or price list is an HTML page.** Agents can read the items and prices.
- **Booking on your own site.** Agents can book without going through a marketplace.

## Where it stands
56 of 835 in Honolulu. Top 7% 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% | yes |
| Structured data with address, phone and hours | 57% | no |
| Have an llms.txt | 36% | no |

Nearest places with a similar menu: Miro Kaimuki (C, 42 m, https://directindex.org/r/mirokaimuki.com); Oʻahu Grill (B, 298 m, https://directindex.org/r/thebesthawaiianfood.com); The Surfing Pig (A, 426 m, https://directindex.org/r/thesurfingpighawaii.com); ADEZ Steakhouse & Lounge (B, 1231 m, https://directindex.org/r/adezhawaii.com); Haili's Hawaiian Foods (D, 1315 m, https://directindex.org/r/hailishawaiianfood.com); Hale Aloha Cafeteria (C, 1559 m, https://directindex.org/r/sodexomyway.com); Zippy's (B, 1578 m, https://directindex.org/r/zippys.com); L&L Hawaiian Barbecue (B, 1896 m, https://directindex.org/r/hawaiianbarbecue.com); Kapa Hale (C, 2012 m, https://directindex.org/r/kapahale.com); Maguro Spot (C, 2379 m, https://directindex.org/r/magurospot.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 coeliac. A restaurant with real gluten-free options for dinner, book it." (Gemini)


Compared with its peers: Sites built with WordPress 55% (24% A or B, 251600 sites); This site 87.7%.

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

## Named by Gemini for "I'm coeliac. A restaurant with real gluten-free options for dinner, book it" in Honolulu, November 2026
- "I'm coeliac. A restaurant with real gluten-free options for dinner, book it." (2026-11-12): Gemini with a link to this site. https://directindex.org/city/honolulu/recommended/gluten-free
Named by 1 of 2 assistants asked. Badge: https://directindex.org/badge/named/mudhenwater.com.svg

## Businesses like Mud Hen Water in Honolulu

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Honolulu | 835 | 54% | 34% | 87.7% |
| Sites built with WordPress in Honolulu | 185 | 62% | 38% | 87.7% |

The best of the sites built with WordPress in Honolulu: Big Island Burgers (A 93.8%, https://directindex.org/r/bigislandburger.net); Oahu Mexican Grill (A 92.3%, https://directindex.org/r/omg.menu); SWELL Restaurant and Pool Bar (A 90.8%, https://directindex.org/r/alohilaniresort.com); Chuck E. Cheese (A 90.3%, https://directindex.org/r/chuckecheese.com); Big City Diner (A 87.7%, https://directindex.org/r/bigcitydinerhawaii.com).

With the fix above (Structured data is incomplete), the score would be about 95.4%. That would be 8th of 835 in Honolulu, up from 56th.

## The direct record
What agents get for Mud Hen Water, as JSON: https://directindex.org/api/direct/mudhenwater.com
- Book: https://www.mudhenwater.com/reservations/ (own site; found by the scan of 2026-11-12, not yet tested)
- Order: none on record
- Menu: https://www.mudhenwater.com/menus/ (html_page; from the scan)
- Hours: Tu-Th 17:00-21:00; Fr 17:00-21:30; Sa 09:30-14:00, 17:00-21:30; Su 09:30-14:00 (closed now) (from OpenStreetMap)
- Phone: +1-808-737-6000
- Stable links that count: https://directindex.org/go/mudhenwater.com/book, https://directindex.org/go/mudhenwater.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: menu page /menus/: almost no text without JavaScript.

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 17 | 25 |
| Actionable | 15 | 15 (the action test: pending) |
| Cited | 0 | 0 (the assistant citation check: pending) |

## Agent readiness (Cloudflare)
Level 0 of 5, Not Ready. Cloudflare's report: https://isitagentready.com/mudhenwater.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: no (how: https://isitagentready.com/.well-known/agent-skills/ai-rules/SKILL.md)
- 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/mudhenwater.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/mudhenwater.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=mudhenwater.com&force=1