# Naru Play Cafe - Toddler & Baby Friendly Kids Cafe Bukit Jalil: Agent-Direct Score A (89.7%)

Site: https://www.naruplay.com/
Report: https://directindex.org/r/naruplay.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.)
Naru Play Cafe - Toddler & Baby Friendly Kids Cafe Bukit Jalil is ready for agents.
Some AI assistants are turned away by Naru Play Cafe - Toddler & Baby Friendly Kids Cafe Bukit Jalil's website. It can read what Naru Play Cafe - Toddler & Baby Friendly Kids Cafe Bukit Jalil offers. It finds a way to book or order directly on the site.

## Direct links
- Book directly: https://naruplay.com/bukit-jalil (on the business's own site)
- Menu: https://naruplay.com/menu
- Phone: +601151119711
- Address: 2-13A, Residensi Park Bukit Jalil, Persiaran Jalil Utama, 57000, Petaling
- Its menu mentions: vegetarian dishes, a children's menu
- Languages: English, Chinese
- WhatsApp: a link on the site

## Nearby, also direct
Places near Naru Play Cafe - Toddler & Baby Friendly Kids Cafe Bukit Jalil that take a booking or an order on their own website, with no marketplace in between.
- Starbucks Reserve (210 m): https://directindex.org/r/starbucks.com
- Illy Caffe Pavilion (280 m): https://directindex.org/r/illy.my
- JWC Roastery (500 m): https://directindex.org/r/justwantcoffee.com
- Say Cheese Cafe (810 m): https://directindex.org/r/saycheese.cafe

## What to fix first
- **The server turns AI crawlers away at the door.** (+6.7 points) Requests as GPTBot (http_403), ClaudeBot (http_403) were refused, but a normal browser got the page. That's usually a bot list at the host or in a firewall that the owner never chose. Ask the host to allow these user agents. Guide: https://directindex.org/guides/blocking-ai-crawlers-without-knowing

## Already right
- **robots.txt lets AI crawlers in.** No rule blocks the main AI user agents.
- **Structured data found (Restaurant).** address, phone, opening hours
- **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
5 of 436 in Kuala Lumpur cafes and bars. Top 1% 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 | 89% | yes |
| Publish the menu or price list as HTML | 50% | yes |
| Let AI crawlers in (no block at the server or in robots.txt) | 96% | no |
| Structured data with address, phone and hours | 24% | yes |
| Have an llms.txt | 37% | yes |

Nearest places in the index: ACO LAB  (F, 183 m, https://directindex.org/r/acolab.cafe); Starbucks Reserve (C, 212 m, https://directindex.org/r/starbucks.com); Illy Caffe Pavilion (B, 282 m, https://directindex.org/r/illy.my); Yuan Space 源空間 (F, 494 m, https://directindex.org/r/yuanspace.com.my); JWC Roastery (C, 496 m, https://directindex.org/r/justwantcoffee.com); Time Out Bistro & Pub (D, 608 m, https://directindex.org/r/mixmix.com.my); Hailam Kopitiam (F, 691 m, https://directindex.org/r/hailamkopitiam.com); Say Cheese Cafe (B, 805 m, https://directindex.org/r/saycheese.cafe); Chawan Tea (D, 819 m, https://directindex.org/r/chawantea.com); Munching Mob Cafe (F, 1065 m, https://directindex.org/r/getorders.app).

## 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 cafes and bars and named 56 places. Naru Play Cafe - Toddler & Baby Friendly Kids Cafe Bukit Jalil wasn't one of them. See who was named: https://directindex.org/city/kuala-lumpur-cafes-bars/recommended


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

## Businesses like Naru Play Cafe - Toddler & Baby Friendly Kids Cafe Bukit Jalil in Kuala Lumpur cafes and bars

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Kuala Lumpur cafes and bars | 436 | 44% | 14% | 89.7% |

The best of the businesses of the same kind in Kuala Lumpur cafes and bars: Shisha Lounge (A 100%, https://directindex.org/r/shishaloungekl.com); Fishee Coffee (A 90.8%, https://directindex.org/r/fisheekl.com); Poppy Kat (A 90.8%, https://directindex.org/r/poppykat.cafe); SANTAI Pool Bar and Lounge (A 90.8%, https://directindex.org/r/theruma.com); La Juiceria Superfoods Verve Mont Kiara (A 89.2%, https://directindex.org/r/lajuiceriasuperfoods.com).

With the fix above (The server turns AI crawlers away at the door), the score would be about 100%, which would be first of 436 in Kuala Lumpur cafes and bars.

## The direct record
What agents get for Naru Play Cafe - Toddler & Baby Friendly Kids Cafe Bukit Jalil, as JSON: https://directindex.org/api/direct/naruplay.com
- Book: https://naruplay.com/bukit-jalil (own site; found by the scan of 2026-10-22, not yet tested)
- Order: none on record
- Menu: https://naruplay.com/menu (html_page; from the scan)
- Hours: none on record
- Phone: +601151119711
- Stable links that count: https://directindex.org/go/naruplay.com/book, https://directindex.org/go/naruplay.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 /menu: 75 menu items in JSON-LD.

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 18.3 | 25 |
| Readable | 25 | 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/naruplay.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/naruplay.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/naruplay.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=naruplay.com&force=1