# Nara International Group: Agent-Direct Score C (64.6%)

Site: https://nara-group.com/
Report: https://directindex.org/r/nara-group.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.)
Nara International Group is partly visible to agents.
An AI assistant can open Nara International Group's website. It can't find a menu or price list, so it answers from other sites. It finds a phone number, but no link to book or order online.

## Direct links
- Phone: +60199777540
- Address: 8-36, Berjaya Times Square, Jln Imbi, 55100, Bandar Kuala Lumpur
- WhatsApp: a link on the site

## Nearby, also direct
Places near Nara International Group that take a booking or an order on their own website, with no marketplace in between.
- DKL Tours & Travel (230 m): https://directindex.org/r/dkltours.com
- Dream Mission Holiday Sdn. Bhd. (290 m): https://directindex.org/r/kl-missiontours.com.my
- Immersify Kuala Lumpur (340 m): https://directindex.org/r/immersifykl.com

## What to fix first
- **No ticket link on the website.** (+13 points) There's only a phone number or WhatsApp, and agents can't use those yet. If you take bookings or orders through a platform, link to it from the site so agents can find it. Add a ticket or booking page. Guide: https://directindex.org/guides/book-direct-on-your-own-website
- **No tickets and prices found.** (+7 points) Agents answer 'what does it cost and when?' from marketplaces instead. Add a page with tickets, times and prices as text, and link to it from the homepage. Guide: https://directindex.org/guides/menu-pdf-ai

## 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.

## 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, opening hours

## Where it stands
31 of 285 in Kuala Lumpur tours, attractions and museums. Top 11% 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 | 86% | no |
| Publish the menu or price list as HTML | 14% | no |
| Let AI crawlers in (no block at the server or in robots.txt) | 86% | yes |
| Structured data with address, phone and hours | 10% | yes |
| Have an llms.txt | 34% | yes |

Nearest places in the index: الشمس والرمال الذهبية للسياحة / ماليزيا (F, 126 m, https://directindex.org/r/golden-malaysia.com); MJC Leisure Sdn. Bhd. (D, 178 m, https://directindex.org/r/mjcleisure.com); D'Tour Holiday (C, 178 m, https://directindex.org/r/dtour.my); MiniNature Malaysia (D, 185 m, https://directindex.org/r/minnature.com); Tripneasy.com | Travoyage Holiday Sdn Bhd (F, 199 m, https://directindex.org/r/tripneasy.com); JTB Malaysia (D, 229 m, https://directindex.org/r/jtbtrip.com); DKL Tours & Travel (C, 234 m, https://directindex.org/r/dkltours.com); Dream Mission Holiday Sdn. Bhd. (B, 289 m, https://directindex.org/r/kl-missiontours.com.my); Eden Tours & Travel (F, 335 m, https://directindex.org/r/edenvacation.com); Immersify Kuala Lumpur (D, 340 m, https://directindex.org/r/immersifykl.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 Kuala Lumpur tours, attractions and museums and named 55 places. Nara International Group wasn't one of them. See who was named: https://directindex.org/city/kuala-lumpur-tours/recommended


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

## Businesses like Nara International Group in Kuala Lumpur tours, attractions and museums

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Kuala Lumpur tours, attractions and museums | 285 | 42% | 9% | 64.6% |

The best of the businesses of the same kind in Kuala Lumpur tours, attractions and museums: Museum of Illusions (B 84.6%, https://directindex.org/r/museumofillusions.my); Sky Airport Transfer Kuala Lumpur (B 84.6%, https://directindex.org/r/skylimo.my); We Go With Anuar (B 84.6%, https://directindex.org/r/wegowithanuar.com); Dream Mission Holiday Sdn. Bhd. (B 80%, https://directindex.org/r/kl-missiontours.com.my); Holiday Tours & Travel Sdn Bhd (B 80%, https://directindex.org/r/holidaytours.com.my).

With the two fixes above (No ticket link on the website; No tickets and prices found), the score would be about 95.4%, which would be first of 285 in Kuala Lumpur tours, attractions and museums.

## The direct record
What agents get for Nara International Group, as JSON: https://directindex.org/api/direct/nara-group.com
- Book: none on record
- Order: none on record
- Menu: none on record
- Hours: none on record
- Phone: +60199777540

## 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): yes
- MCP server card (/.well-known/mcp/server-card.json): yes
- 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 | 15 | 25 |
| Actionable | 2 | 15 (the action test: pending) |
| Cited | 0 | 0 (the assistant citation check: pending) |

## Agent readiness (Cloudflare)
Level 5 of 5, Agent-Native. Cloudflare's report: https://isitagentready.com/nara-group.com
- Link headers on the homepage: yes
- sitemap.xml: yes
- AI bot rules in robots.txt: yes
- Content Signals in robots.txt: yes
- Markdown on Accept: text/markdown: yes
- llms.txt: yes
- API catalog (RFC 9727): yes
- MCP server card: yes
- A2A agent card: yes
- Agent Skills index: yes
- OAuth or OIDC discovery: yes
- OAuth protected resource metadata: yes
- auth.md: yes
- Web Bot Auth key directory: yes
- ARD capability manifest: yes
- DNS-AID records: yes
- 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/nara-group.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/nara-group.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=nara-group.com&force=1