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

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

# What an AI agent reads on Dr Karen Sheng

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

2,303

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: Dr Karen Sheng - Female Obstetrician and Gynaecologist - 15+ Years Experience · language en-US. First 1,800 of 2,303 characters:

```
Dr Karen Sheng - Female Obstetrician and Gynaecologist - 15+ Years Experience Menu ABOUT English 中文简介 中文繁體簡介 + OBSTETRICS GYNAECOLOGY CONTACT Private Obstetrician & Gynaecologist in North Sydney Providing antenatal care, labour and delivery management, and women’s health consultations. Dr Karen Sheng is a specialist Obstetrician and Gynaecologist dedicated to providing the best health care to women of all ages. Based at the Mater Clinic in North Sydney, she delivers and operates at both the Mater Hospital and North Shore Private Hospital. Karen is also appointed as a consultant at Royal North Shore Hospital. She is involved in teaching of medical students and training registrars, and leads the high risk obstetric clinic and teaches at a colposcopy clinic weekly. With over 15 years of experience, she offers comprehensive and individualised obstetric care to both high and low risk pregnancies, as well as all aspects of benign gynaecological problems. Born in Taiwan and grown up in New Zealand, Karen completed her medical degree at the University of Otago and Master’s degree in Reproductive Medicine from the University of NSW. She moved to Sydney to complete her specialist training and became a Fellow with the Royal Australian and New Zealand College of Obstetricians and Gynaecologists. Karen is a firm believer in the importance of communication and collaboration when it comes to managing women’s health. With her multicultural background, she understands the importance of culture and family in women’s health. Her goal is to provide personalised care in a supportive environment that is both holistic and evidence-based. Karen is fluent in both English and Mandarin. Services Pregnancy Care (Obstetrics) Antenatal consultations and pregnancy monitoring Labour and delivery care
```

 Facts

## What it can say about the business

| A business type in JSON-LD | Organization |
| Name | Dr Karen Sheng |
| 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

No booking or ordering link found. An agent has nothing to act on.

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