---
title: What an AI agent reads on Petrosains · The Direct Index
url: https://directindex.org/r/petrosains.com.my/agent-view?format=md
---

[The Direct Index](https://directindex.org/)
[Scanner](https://directindex.org/scan)[Cities](https://directindex.org/cities)[Numbers](https://directindex.org/stats)[Rankings](https://directindex.org/rankings)[Search](https://directindex.org/search)[Guides](https://directindex.org/guides)[About](https://directindex.org/about)

 [Report](https://directindex.org/r/petrosains.com.my) · scanned 2026-10-16

# What an AI agent reads on Petrosains

An assistant's crawler fetches the page once, without running JavaScript, and reads the text, the structured data and the links. Below is what it gets from [petrosains.com.my](https://petrosains.com.my/), taken from the copy the scanner kept.

9,440

characters of text without JavaScript

Organization

structured data for the business

0

of 3 AI crawlers turned away at the edge

 Text

## The words an agent gets

Title: Petrosains, The Discovery Centre | Discover STEM Education At Its Best · language en-US. First 1,800 of 9,440 characters:

```
Petrosains, The Discovery Centre | Discover STEM Education At Its Best Skip to content Explore Petrosains Visit Admission & Ticketing Facilities & Accessibility Getting Here Plan for Group Visit Plan a School Field Trip Experience Explore Our Discovery Centre Sensory Map Pixel Virtual Tour Happenings Promotions Kuala Lumpur Seni & Stem Festival Science Show & Panca Sains Petrosains Science Drama Competition RBTX Challenge 2024 School Holiday Programme About Us Our Story Corporate Story Compelling Stories Our Board Our Leadership Team Our People Awards And Recognition CSR Programs Contact Us Space For Hire Exclusive Merchandise Membership Pixel Studio Maker Studio Explore PlaySmart Agent Portal Operation Hours: 9:30 AM — 5:30 PM Petrosains, KLCC Tickets Buy Tickets Discover the Magic of Science at Petrosains! Perfect for School Holidays and more. Ignite curiosity and create unforgettable memories with your family. Get your tickets today and experience the wonder! Buy Tickets View Promotions Video Title Embark on a Journey of Discovery! Delve into our curated exhibits and ever-evolving showcases, ensuring that each visit to Petrosains is a captivating experience for all. Indulge in a World of Discovery at Petrosains KLCC A truly immersive experience, Petrosains, The Discovery Centre, offers a sophisticated blend of interactive exhibits and engaging activities. With our dynamic STEM showcases, we inspire curiosity and foster a deeper appreciation for science, technology, engineering, and mathematics in a refined and enjoyable setting. Energy Capsule Explore more Tech Lab Explore more Space Explore more Geotime Diorama Explore more 3D theater Explore more Speed Explore more Maker Studio Explore more SPARKZ Explore more Join the Exploration Today! Discover endless possibilit
```

 Facts

## What it can say about the business

| A business type in JSON-LD | Organization |
| Name | Petrosains Sdn Bhd |
| Telephone | no |
| Address | no |
| Opening hours | no |
| Menu or price list | nothing |
| Cuisine in structured data | no |
| JSON-LD blocks | 1 (BreadcrumbList, EntryPoint, ImageObject, ListItem, Organization, PropertyValueSpecification) |

 Actions

## The links it would act on

| Link | Role | Where it goes |
| --- | --- | --- |
| [petrosains.com.my/visit/admission-and-ticketing/](https://petrosains.com.my/visit/admission-and-ticketing/) | booking | the business's own site |
| [eticket2.petrosains.com.my/](https://eticket2.petrosains.com.my/) | booking | the business's own site |
| [eticket.petrosains.com.my/](https://eticket.petrosains.com.my/) | booking | the business's own site |

Everything here comes from fetching the homepage once as a crawler. The [report](https://directindex.org/r/petrosains.com.my) turns it into a score and a list of fixes, with code to paste.

#### The Direct Index

[Why direct](https://directindex.org/why)[What agent-direct means](https://directindex.org/agent-direct)[About and principles](https://directindex.org/about)[Methodology](https://directindex.org/methodology)[Privacy](https://directindex.org/privacy)[Terms](https://directindex.org/terms)[Corrections](https://directindex.org/corrections)[Legal notice](https://directindex.org/legal)

#### Use it

[Free scanner](https://directindex.org/scan)[City indexes](https://directindex.org/cities)[Search the index](https://directindex.org/search)[Rankings](https://directindex.org/rankings)[What assistants recommend](https://directindex.org/assistants)[Ask the index](https://directindex.org/ask)

#### Vendors and help

[Booking and ordering vendors](https://directindex.org/vendors)[Which vendors' terms allow agents](https://directindex.org/vendors/terms)[Vendor verification](https://directindex.org/vendors/verification)[Website builders](https://directindex.org/builders)[Who can fix this](https://directindex.org/providers)[For agencies](https://directindex.org/agency)

#### For agents

[llms.txt](https://directindex.org/llms.txt)[llms-full.txt](https://directindex.org/llms-full.txt)[OpenAPI](https://directindex.org/openapi.json)[MCP server](https://directindex.org/.well-known/mcp/server-card.json)[A2A agent](https://directindex.org/.well-known/agent-card.json)[Direct feeds](https://directindex.org/direct.json)

#### Data

[Open data, CSV and JSON](https://directindex.org/data)[The quarterly edition](https://directindex.org/editions)[City data, JSON and Markdown](https://directindex.org/cities)[Sitemap](https://directindex.org/sitemap.xml)

Business listings come from OpenStreetMap contributors, under the ODbL. Scores are published under the same licence.

```json
{"@context":"https://schema.org","@graph":[{"@type":"Organization","@id":"https://directindex.org/#org","name":"The Direct Index","url":"https://directindex.org/","logo":"https://directindex.org/favicon.svg","email":"hello@directindex.org","founder":{"@type":"Person","@id":"https://directindex.org/#antonio","name":"Antonio Curado","sameAs":["https://x.com/ab_curado"]},"description":"Independent measurement of whether AI agents can find, read and act on a business's own website."},{"@type":"WebSite","@id":"https://directindex.org/#site","url":"https://directindex.org/","name":"The Direct Index","publisher":{"@id":"https://directindex.org/#org"},"inLanguage":"en","potentialAction":{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https://directindex.org/scan?url={url}"},"query-input":"required name=url"}},{"@type":"WebAPI","name":"The Direct Index API","url":"https://directindex.org/openapi.json","documentation":"https://directindex.org/llms-full.txt","provider":{"@id":"https://directindex.org/#org"}}]}
```