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

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

# What an AI agent reads on Astor Bar

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

4,410

characters of text without JavaScript

BarOrPub

structured data for the business

3

of 3 AI crawlers turned away at the edge (GPTBot, ClaudeBot, PerplexityBot)

 Text

## The words an agent gets

Title: Whisky Bar Kuala Lumpur | Astor Bar · language en. First 1,800 of 4,410 characters:

```
Whisky Bar Kuala Lumpur | Astor Bar Skip to main content 60327276696 HOME ABOUT US THE MACALLAN M ROOM OFFERS MARRIOTT BONVOY Facebook Facebook Instagram Instagram RESERVE Now Open 5:00 PM - 12:00 AM daily Reservations 60327276696 Close Modal HOURS 5:00 PM - 12:00 AM daily Art Of Drinking At Astor Bar An elegant Kuala Lumpur bar nestled within the prestigious House of Astor . Designed for glamorous gatherings and stylish celebrations, the bar showcases expertly crafted New York–inspired cocktails, premium spirits, and fine champagne. Guests can also savor a signature collection that captures the magic of the “violet hour,” creating an atmosphere where sophistication, flavor, and unforgettable nightlife experiences meet. VIEW MENU Experiences At Our Bar The Macallan Experience A refined whisky journey at The Macallan M Room at Astor Bar, Malaysia’s first experiential whisky lounge. Among the most distinctive bars in Kuala Lumpur Malaysia, this exclusive space invites guests to explore the artistry of The Macallan through rare expressions, including selections from the prestigious The Macallan Red Collection, creating an unforgettable sensory tasting experience. LEARN MORE Jazz Night at Astor Bar Every Thursday, guests are invited to immerse themselves in the elegance of modern jazz at Astor Bar, celebrating the talents of local artists performing in front of the iconic artwork Brigitte Bardot by Terry O'Neill. LEARN MORE Jack's Club – A St. Regis Cabaret Named in honor of John Jacob Astor IV, Jack’s Club is a refined monthly affair held on the last Thursday of each month at Astor Bar Kuala Lumpur. Celebrating the Astor family’s love for jazz, the evening transports guests to a glamorous golden era of music and elegance. With red-carpet charm, golden accents, and luxuriou
```

 Facts

## What it can say about the business

| A business type in JSON-LD | BarOrPub |
| Name | Astor Bar |
| Telephone | +60327276696 |
| Address | yes |
| Opening hours | yes |
| Menu or price list | a page on another site drive.google.com/file/d/1qOIqy_Pv8hhP2kLFtmk9uZhLPJMvIgmM/vi |
| Cuisine in structured data | Whisky, Cocktails |
| JSON-LD blocks | 1 (Answer, BarOrPub, EntryPoint, FAQPage, FoodEstablishmentReservation, ImageObject) |

 Actions

## The links it would act on

| Link | Role | Where it goes |
| --- | --- | --- |
| [www.sevenrooms.com/explore/astorbarkulxr/reservations/create/search?tr](https://www.sevenrooms.com/explore/astorbarkulxr/reservations/create/search?tracking=vanity-site&venues=barcrystalkulxr%2Cthedrawingroomkulxr%2Cthebrasseriekulxr%2Castorbarkulxr) | booking | sevenrooms, acting for the business |

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

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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"}}]}
```