# Naughty Babe Dirty Duck: Agent-Direct Score C (69.2%)

Site: http://www.naughtybabedirtyduck.com/
Report: https://directindex.org/r/naughtybabedirtyduck.com
Scanned: 2026-10-22 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.)
Naughty Babe Dirty Duck is partly visible to agents.
An AI assistant can open Naughty Babe Dirty Duck's website. What Naughty Babe Dirty Duck offers is on another site. It finds a way to book or order directly, through nbdd.beepit.com.

## Direct links
- Phone: 03-6211 9966
- Address: Jalan 25/70A 42 50480
- Hours, from OpenStreetMap · Overture Maps: Mon–Sun 12:00–00:00

## Nearby, also direct
Places near Naughty Babe Dirty Duck that take a booking or an order on their own website, with no marketplace in between.
- Marta's Kitchen (370 m): https://directindex.org/r/martaskitchen.my
- Char Line Asado + Bar (1.4 km): https://directindex.org/r/charlinekl.com
- Fatboy's The Burger Bar (2.2 km): https://directindex.org/r/fatboys.sg
- Five Guys Damansara (2.2 km): https://directindex.org/r/fiveguys.my
- Fowlboys (2.6 km): https://directindex.org/r/fowlboys.com

## What to fix first
- **Ordering through an unrecognised third party.** (+9 points) Check that the provider keeps your business as the seller of record. Guide: https://directindex.org/guides/online-ordering-without-delivery-apps
- **Menu or price list is on another site.** (+5 points) The link goes to qrco.de, so that site gets the credit and the visits. Guide: https://directindex.org/guides/menu-pdf-ai
- **Structured data is incomplete.** (+3 points) Missing: 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": "Restaurant",
  "name": "Naughty Babe Dirty Duck",
  "url": "http://www.naughtybabedirtyduck.com/",
  "telephone": "03-6211 9966",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "Jalan 25/70A 42",
    "postalCode": "50480"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 3.1624399,
    "longitude": 101.6496327
  },
  "openingHours": "Mo-Su 12:00-00:00",
  "openingHoursSpecification": [
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Monday",
        "Tuesday",
        "Wednesday",
        "Thursday",
        "Friday",
        "Saturday",
        "Sunday"
      ],
      "opens": "12:00",
      "closes": "00:00"
    }
  ],
  "servesCuisine": [
    "barbecue",
    "burger",
    "pasta",
    "grill"
  ],
  "hasMenu": "https://qrco.de/nbddgallery"
}
</script>
```

## Already right
- **robots.txt lets AI crawlers in.** No rule blocks the main AI user agents.
- **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all got a normal response.
- **Structured data found (LocalBusiness).** address, phone

## Where it stands
Not ranked yet in Kuala Lumpur.

| What the top 10% of the index does | Top 10% | This site |
|---|---|---|
| Take bookings or orders on their own domain | 92% | no |
| Publish the menu or price list as HTML | 81% | no |
| Let AI crawlers in (no block at the server or in robots.txt) | 91% | yes |
| Structured data with address, phone and hours | 35% | no |
| Have an llms.txt | 27% | yes |

Nearest places with a similar menu: Marta's Kitchen (C, 368 m, https://directindex.org/r/martaskitchen.my); Pasadena Burger & Coffee (B, 464 m, https://directindex.org/r/pasadenaburger.com); Porto Romano (F, 1154 m, https://directindex.org/r/portoromano.my); Char Line Asado + Bar (A, 1409 m, https://directindex.org/r/charlinekl.com); Positano Risto (C, 1952 m, https://directindex.org/r/positanoristo.com.my); Fatboy's The Burger Bar (B, 2159 m, https://directindex.org/r/fatboys.sg); Five Guys Damansara (A, 2225 m, https://directindex.org/r/fiveguys.my); Fowlboys (A, 2602 m, https://directindex.org/r/fowlboys.com); Big Boyz Barbeque (C, 3448 m, https://directindex.org/r/thebigboyzbbq.com); McDonald's (B, 4135 m, https://directindex.org/r/mcdonalds.com.my).

## 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 Kuala Lumpur and named 62 places. Naughty Babe Dirty Duck wasn't one of them. See who was named: https://directindex.org/city/kuala-lumpur/recommended


Compared with its peers: Sites built with Wix 52% (28% A or B, 48660 sites); This site 69.2%.

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

## Businesses like Naughty Babe Dirty Duck in Kuala Lumpur

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Sites built with Wix in Kuala Lumpur | 77 | 64% | 36% | 69.2% |

The best of the sites built with Wix in Kuala Lumpur: Marrakesh Restaurant (A 95.4%, https://directindex.org/r/marrakeshresturaunt.com); Mingmom Chinese Cuisine (A 95.4%, https://directindex.org/r/mingmom.com.my); Vantador (A 95.4%, https://directindex.org/r/vantador.co); Pomod'Oro (A 93.5%, https://directindex.org/r/pomodoro.com.my); Char Line Asado + Bar (A 92.3%, https://directindex.org/r/charlinekl.com).

## The direct record
What agents get for Naughty Babe Dirty Duck, as JSON: https://directindex.org/api/direct/naughtybabedirtyduck.com
- Book: none on record
- Order: none on record
- Menu: https://qrco.de/nbddgallery (external; from the scan)
- Hours: Mo-Su 12:00-00:00 (open now) (from OpenStreetMap)
- Phone: 03-6211 9966
- Stable links that count: https://directindex.org/go/naughtybabedirtyduck.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): yes
- 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 | 25 | 25 |
| Readable | 14 | 25 |
| Actionable | 6 | 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/naughtybabedirtyduck.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: yes

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