The Direct Index
Report · Kuala Lumpur cafes and bars · scanned 2026-10-22

Naru Play Cafe - Toddler & Baby Friendly Kids Cafe Bukit Jalil

naruplay.com is ready for agents.

Listed by Overture Maps.

BookMenuCallWebsite

Ways to reach Naru Play Cafe - Toddler & Baby Friendly Kids Cafe Bukit Jalil directly, with no marketplace in between. Checked 2026-10-22. On the business's own site. Report a mistake

2-13A, Residensi Park Bukit Jalil, Persiaran Jalil Utama, 57000, Petaling · +601151119711

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.

Owners

The website's grade

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.

89.7%

58.3 of 65 points available

1/5

agent-readiness level, Basic Web Presence

1

thing to fix

Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.

See what an AI agent reads on this site →

Assistants

What assistants answer

Each assistant gets three questions about this business: the official website, where to book and where to order. Each cell shows where the answer sent people.

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 →

Where it stands

How Naru Play Cafe - Toddler & Baby Friendly Kids Cafe Bukit Jalil compares

Where it stands

5 of 436 in Kuala Lumpur cafes and bars

Top 1% of the sites scanned in this index. Just above: Poppy Kat A, SANTAI Pool Bar and Lounge A. Just below: La Juiceria Superfoods Verve Mont Kiara A, Baskbear Coffee A.

What the top 10% of the index doesTop 10%This site
Take bookings or orders on their own domain89%yes
Publish the menu or price list as HTML50%yes
Let AI crawlers in (no block at the server or in robots.txt)96%no
Structured data with address, phone and hours24%yes
Have an llms.txt37%yes

The top 10% are the 46 highest-scoring reachable sites in the index at the last update.

Nearest places in the index

PlaceDistanceGradeDirect booking or ordering
ACO LAB 183 mFno
Starbucks Reserve coffee_shop212 mCyes
Illy Caffe Pavilion282 mByes
Yuan Space 源空間494 mFno
JWC Roastery496 mCyes
Time Out Bistro & Pub608 mDno
Hailam Kopitiam691 mFno
Say Cheese Cafe805 mByes
Chawan Tea819 mDno
Munching Mob Cafe1.1 kmFno
Businesses like yours

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

GroupSitesAvg scoreA or BThis site
Businesses of the same kind in Kuala Lumpur cafes and bars43644%14%89.7%

The best of the businesses of the same kind in Kuala Lumpur cafes and bars

Shisha Lounge A 100% · Fishee Coffee A 90.8% · Poppy Kat A 90.8% · SANTAI Pool Bar and Lounge A 90.8% · La Juiceria Superfoods Verve Mont Kiara A 89.2%

After the top fixes

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.

Peers are the businesses in the same index that have a reachable site, using the latest scan of each. The rank comes from the index's current ranking.

Findings

What to fix first

  1. 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. How to fix it

Send the fixes to your web person

One email with the fixes and the link. Nothing is stored.

No one is listed yet to fix this in Kuala Lumpur cafes and bars. List your agency or yourself. It's free, and every listing is reviewed by hand.

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.

Builder: unknown · menu page /menu: 75 menu items in JSON-LD; booking page /bukit-jalil: nothing new

Owners

Own this business?

If you fixed something or think a check is wrong, rescan. Rescans are free. Claiming takes one email to confirm. After that, the three assistants are asked about the business right away and the site is rescanned every week. You get a message only when the score changes.

· Markdown · Dispute a check

Keep watching this business: the assistants are asked again every month, and you see what changed. 2 EUR a month or 19 EUR a year. Deep report: ten questions to each assistant, plus the places nearby. 5 EUR, paid once. Reading and scanning stay free. These few euros pay for the questions sent to the assistants and for the servers.

Show the score

Owners who score well put the badge on their site. It links back here and updates with every scan.

Agent-Direct Score A

<a href="https://directindex.org/r/naruplay.com"><img src="https://directindex.org/badge/naruplay.com.svg" alt="Agent-Direct Score A" width="236" height="40"></a>
For developers and agents

What agents get, and what the site publishes

The direct record agents get for this business, the rails an agent could transact through, and the agent standards the site publishes.

Show the details
The direct record

What agents get for Naru Play Cafe - Toddler & Baby Friendly Kids Cafe Bukit Jalil

The links an assistant is sent when it books, orders or reads the menu for this business, where each leads, and when a browser last checked it. The same record is served as JSON at /api/direct/naruplay.com, through the MCP tool direct_record and in the city feed /city/kuala-lumpur-cafes-bars/direct.json.

PathLinkStatus
Booknaruplay.com/bukit-jalil own sitefound by the scan of 2026-10-22, not yet tested
Ordernone on record
Menunaruplay.com/menu html_pagefrom the scan
Hoursnone on record
Phone+601151119711

Stable links that count: /go/naruplay.com/book, /go/naruplay.com/menu answer 302 to the links above; the count is the line "followed N direct links" on this page.

Owners: claim the business below to correct this record; the claim email carries the link.

Transactable

Can an agent transact?

Measured, not scored: the Agent-Direct Score stays at specification v1.0. This says which rails an agent could transact through today, and what the booking or ordering vendor's terms allow.

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.

Agent readiness

Level 1 of 5, Basic Web Presence

These are the standards an agent looks for before it reads a page, checked the same way as Cloudflare's Agent Readiness scan. They don't count toward the score. Each missing item links to a how-to. Cloudflare's report.

Link headers on the homepageno how
sitemap.xmlyes
AI bot rules in robots.txtyes
Content Signals in robots.txtno how
Markdown on Accept: text/markdownno how
llms.txtyes
API catalog (RFC 9727)no how
MCP server cardno how
A2A agent cardno how
Agent Skills indexno how
OAuth or OIDC discoveryno how
OAuth protected resource metadatano how
auth.mdno how
Web Bot Auth key directoryno how
ARD capability manifestno how
DNS-AID recordsno how
WebMCP tools on the pageno how
JSON-LD for the businessyes