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

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 [Report](https://directindex.org/r/katsana.com) · scanned 2026-10-22

# What an AI agent reads on Katsana HQ

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 [katsana.com](https://www.katsana.com/), taken from the copy the scanner kept.

2,394

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: KATSANA Vehicle Tracking System & Fleet Management Solutions Provider · language en. First 1,800 of 2,394 characters:

```
KATSANA Vehicle Tracking System & Fleet Management Solutions ProviderNewsroomKATSANA and MARA Liner sign MOU to accelerate mobility transformation 🚀Portal Login×The leading Vehicle Tracking System & Fleet Management Solutions ProviderKATSANA is the leader in fleet management solutions, helping 1,600+ companies across South East Asia transform their vehicle operations fromvehicle location tracking, vehicle & driver management tofleet electrification.Fleet Management Solutions, FMSLearn moreIntegrated Vehicle Operations, IVOLearn moreFleet Electrification Solutions, EVXLearn moreIntegrated Vehicle Operation SolutionsComplete suite of solutions you need to manage fleet efficiently and cost-effective, all on a unified Fleet Management platform.Live Vehicle Tracking, Speed & Driver Behavior for Fleet OperationsLearn moreFuel Monitoring, Fuel Report, Driver Refuel app & Fuel Cost ManagementLearn moreFleet Dashcam, Onboard Cameras & Live Stream (AI-powered MDVR)Learn moreDriver ID, Driver Logbook, Driving Compliance & Vehicle Access ControlLearn moreVehicle Inspection app, Service & Maintenance SchedulingLearn moreDriver Pay, Mileage Claims & Reimbursement SystemLearn moreComplete Visibility of Fleet Operations in Real-TimeKATSANA Fleet Management Solutions make fleet & vehicle operations more efficient and cost-effective by making data & operational insights available in real-time for you to make impactful and data-informed decisions.Industry-driven solutions for modern fleet operationsKATSANA Fleet Management and Vehicle Operation solutions are developed to meet the exact needs of the industry. Each solution is the result of deep customer understanding through extensive research to identify problem statement and operational needs prior to solution roll-out.We take pride in
```

 Facts

## What it can say about the business

| A business type in JSON-LD | Organization |
| Name | KATSANA |
| Telephone | +60193960127 (a tel: link, not structured) |
| Address | yes |
| Opening hours | no |
| Menu or price list | nothing |
| Cuisine in structured data | no |
| JSON-LD blocks | 1 (Brand, BreadcrumbList, ContactPoint, ListItem, Offer, Organization) |

 Actions

## The links it would act on

No booking or ordering link found; only a phone number (+60193960127). An agent has nothing to act on.

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

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#### 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

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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"}}]}
```