---
title: What an AI agent reads on Dr Johnny Kwei · The Direct Index
url: https://directindex.org/r/drjohnnykwei.com.au/agent-view?format=md
---

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 [Report](https://directindex.org/r/drjohnnykwei.com.au) · scanned 2026-10-19

# What an AI agent reads on Dr Johnny Kwei

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

4,719

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: Specialist Cosmetic & Plastic Surgeon Sydney, North Shore & Northern Beaches | Dr Johnny Kwei · language en-AU. First 1,800 of 4,719 characters:

```
Specialist Cosmetic & Plastic Surgeon Sydney, North Shore & Northern Beaches | Dr Johnny Kwei Skip to navigation Skip to contentYour Cart Instagram Facebook Map-marker-alt Envelope 1300 375 934 Menu Search for: Search Specialist Plastic, Cosmetic & Reconstructive Surgeon Dr Johnny Kwei is a specialist Plastic, Cosmetic & Reconstructive Surgeon based in Sydney, Australia. Book an appointment Meet Dr Kwei Specialist Plastic and Restorative SurgeonDr Johnny Kwei is one of Sydney’s leading Specialist Plastic Surgeons, with a focus on procedures of the breast and body. He’s currently the Honorary Secretary of the Australian Society of Plastic Surgeons. He is a member of the Australian Society of Plastic Surgeons (ASPS), Australasian Society of Aesthetic Plastic Surgeons (ASAPS) and the International Society of Aesthetic Plastic Surgeons (ISAPS). MAke an Appointment Specialist Plastic and Restorative SurgeonTransparency is key in any line of communication, especially when it comes to plastic surgery. Dr Johnny Kwei aims to ensure all of his patients are fully informed of the procedure they are choosing to undergo, and have a thorough understanding of everything that is involved with it. To discover more about the procedures that Dr Kwei performs in his Sydney plastic surgery practice, be sure to click below.BREASTBreast Augmentation Breast Lift Surgery Breast Reduction Breast Explants (Implant Removal) Fat Grafting Learn more FACEFace Lift Neck Lift Eyelid Surgery (Blepharoplasty) Fat Grafting Learn more BODYMummy Makeover Tummy Tuck (Abdominoplasty) Liposuction Fat Grafting Learn more Non-Surgical RejuvenationAnti Wrinkle Injections & Dermal Fillers Fat-Dissolving Neck Treatment Learn more 01 Choosing your Surgeon Dr Johnny Kwei is one of Sydney’s leading plastic surgeons, w
```

 Facts

## What it can say about the business

| A business type in JSON-LD | Organization |
| Name | Dr Johnny Kwei Plastic Surgery |
| Telephone | 1300375934 (a tel: link, not structured) |
| Address | no |
| Opening hours | no |
| Menu or price list | nothing |
| Cuisine in structured data | no |
| JSON-LD blocks | 2 (BreadcrumbList, EntryPoint, GeoCoordinates, ImageObject, ListItem, Organization) |

 Actions

## The links it would act on

| Link | Role | Where it goes |
| --- | --- | --- |
| [drjohnnykwei.com.au/contact-us/](https://drjohnnykwei.com.au/contact-us/) | booking | the business's own site |

Everything here comes from fetching the homepage once as a crawler. The [report](https://directindex.org/r/drjohnnykwei.com.au) 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"}}]}
```