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

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

# What an AI agent reads on Lefemmeb

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

1,095

characters of text without JavaScript

none

structured data for the business

1

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

 Text

## The words an agent gets

Title: Lefemme Beauty | Skincare Service · language en-US. First 1,095 of 1,095 characters:

```
Lefemme Beauty | Skincare Service Home Founder’s Journey Beauty Series Repair Cells Anti-Ageing Made Better FAQ Free Consultation Select Page How Well Do You Know Your Skin? Learn More Skin Concerns? Ask us anything Fix Me Flawless skin? Start with A Right Skin Care Routine Discover Now " How Well Do You Know Your Skin? Learn More Skin Concerns? Ask us anything Fix Me Flawless skin? Start with A Right Skin Care Routine Discover Now " What’s New 30ml Lift Up Serum RM239 Order via WhatsApp Fineline Treatment Cream RM0 Order via WhatsApp Beauty Series Repair Cells Anti-Ageing Made Better Coming Soon Deals & VIP Perks Her Testimonials Brands Repair within cells & glow naturally Quick SearchFounder’s JourneyBeauty SeriesBeauty Sharing Operation Hours:Monday – Sunday10.00am – 8.30pm Customer ServiceFree ConsultationFAQsShipping InfoTerms & Conditions Need Help?Call : +6016-3301910 Email : info@lefemmeb.com Address9-02, PJ21 Commercial Centre, Jalan SS 3/39, 47300, Petaling Jaya, Selangor Follow us on : Copyright © 2021 All Rights Reserved by Lefemme Beauty. Free Consultation
```

 Facts

## What it can say about the business

| A business type in JSON-LD | no |
| Name | no |
| Telephone | +6016-3301910 (a tel: link, not structured) |
| Address | no |
| Opening hours | no |
| Menu or price list | nothing |
| Cuisine in structured data | no |
| JSON-LD blocks | 0 |

 Actions

## The links it would act on

No booking or ordering link found; only a phone number (+6016-3301910). An agent has nothing to act on.

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

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#### 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)

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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"}}]}
```