# NakNak 낙낙 UOA Bangsar: Agent-Direct Score B (72.3%)

Site: https://www.naknak.my/
Report: https://directindex.org/r/naknak.my
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.)
NakNak 낙낙 UOA Bangsar is mostly ready for agents.
An AI assistant can open NakNak 낙낙 UOA Bangsar's website. It can read what NakNak 낙낙 UOA Bangsar offers. It finds a way to book or order directly on the site.

## Direct links
- Order directly: https://orderonline.naknak.my/ (on the business's own site)
- Menu: https://www.naknak.my/menu
- Address: Unit 01-07, Level 1, 5, Jalan Bangsar Utama 1, 59000, Bandar Kuala Lumpur

## Nearby, also direct
Places near NakNak 낙낙 UOA Bangsar that take a booking or an order on their own website, with no marketplace in between.
- Southern Rock Seafood (130 m): https://directindex.org/r/southernrockseafood.com.my
- Studio Restaurant (130 m): https://directindex.org/r/studiorestaurant.co
- Apollo Dining (150 m): https://directindex.org/r/apollodining.com
- The Lankan Crabs (220 m): https://directindex.org/r/thelankancrabs.menu

## 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

## 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": "LocalBusiness",
  "name": "NakNak 낙낙 UOA Bangsar",
  "url": "https://www.naknak.my/",
  "address": "Unit 01-07, Level 1, 5, Jalan Bangsar Utama 1, 59000, Bandar Kuala Lumpur",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 3.12809035,
    "longitude": 101.67867118
  },
  "potentialAction": [
    {
      "@type": "OrderAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://orderonline.naknak.my/",
        "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.
- **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all got a normal response.
- **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
198 of 1063 in Kuala Lumpur. Top 19% 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 | 92% | yes |
| Publish the menu or price list as HTML | 81% | yes |
| 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 in the index: Wok It (B, 9 m, https://directindex.org/r/wokit.my); Khao Man Gai (F, 34 m, https://directindex.org/r/thaichickenrice.com.my); Southern Rock Seafood (D, 132 m, https://directindex.org/r/southernrockseafood.com.my); Studio Restaurant (C, 132 m, https://directindex.org/r/studiorestaurant.co); Fathima (F, 136 m, https://directindex.org/r/fathima.com.my); Apollo Dining (C, 147 m, https://directindex.org/r/apollodining.com); Entier French Dining (C, 178 m, https://directindex.org/r/entierfrenchdining.com); The Lankan Crabs (C, 221 m, https://directindex.org/r/thelankancrabs.menu); Ayam Gepuk Pak Gembus (D, 279 m, https://directindex.org/r/ayamgepukpakgembus.com.my); Gajaa at 8 (B, 340 m, https://directindex.org/r/gajaas.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 Kuala Lumpur and named 139 places. NakNak 낙낙 UOA Bangsar 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 72.3%.

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

## Businesses like NakNak 낙낙 UOA Bangsar in Kuala Lumpur

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Kuala Lumpur | 1063 | 49% | 23% | 72.3% |
| Sites built with Wix in Kuala Lumpur | 77 | 64% | 36% | 72.3% |

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).

With the fix above (No structured data for the business), the score would be about 95.4%. That would be 8th of 1,063 in Kuala Lumpur, up from 198th.

## The direct record
What agents get for NakNak 낙낙 UOA Bangsar, as JSON: https://directindex.org/api/direct/naknak.my
- Book: none on record
- Order: https://orderonline.naknak.my/ (own site; found by the scan of 2026-10-22, not yet tested)
- Menu: https://www.naknak.my/menu (html_page; from the scan)
- Hours: none on record
- Phone: none on record
- Stable links that count: https://directindex.org/go/naknak.my/order, https://directindex.org/go/naknak.my/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 | 7 | 25 |
| Actionable | 15 | 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/naknak.my
- 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/naknak.my/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/naknak.my/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=naknak.my&force=1