---
title: What an AI agent reads on MD Family Clinic · The Direct Index
url: https://directindex.org/r/mdfamilyclinic.sg/agent-view?format=md
---

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

# What an AI agent reads on MD Family Clinic

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

2,624

characters of text without JavaScript

none

structured data for the business

0

of 3 AI crawlers turned away at the edge

 Text

## The words an agent gets

Title: MD Family Clinic · language en-US. First 1,800 of 2,624 characters:

```
MD Family Clinic 0 Skip to Content Our Doctors Our Services Contact Us Doctor Schedule Our Partners Book an Appointment Open Menu Close Menu Our Doctors Our Services Contact Us Doctor Schedule Our Partners Book an Appointment Open Menu Close Menu Our Doctors Our Services Contact Us Doctor Schedule Our Partners Book an Appointment Slide 1 Slide 1 (current slide) Slide 2 Slide 2 (current slide) Slide 3 Slide 3 (current slide) About UsMD Family Clinic is a warm and accessible family medicine practice with 5 branches at Marsiling, Yishun, Bukit Batok East, Bukit Batok West, and Tampines. Our clinics offer a full suite of services covering acute care, children&#39;s health, chronic disease management, psychological wellness, health screening and wellness services, teleconsultation, house calls, and vaccinations.With extended daily hours, MD Family Clinic is designed to serve your busy lifestyle.MD Family Clinic actively connects with the community through health tips, updates about the clinic on Instagram, Facebook, and TikTok.At the core of MD Family Clinic is &quot;Managing Health, Delivering Care&quot;, a reliable medical home where evidence-based medicine meets compassion. VisionA trusted place where every family is truly cared for. Clinic PhilosophyYour Family’s health is Our Priority. MissionCare with Precision, Service with Heart. Our DoctorsOur team of experienced physicians is dedicated to providing professional and compassionate healthcare. Each doctor brings a wealth of clinical expertise and a patient-centered approach to ensure that you receive the best possible medical advice and treatment. We value open communication and take the time to understand your health concerns, so you can make informed decisions with confidence. Our Doctors Our ServicesAt MD Family Clinic, we provi
```

 Facts

## What it can say about the business

| A business type in JSON-LD | no |
| Name | no |
| Telephone | no |
| Address | no |
| Opening hours | no |
| Menu or price list | nothing |
| Cuisine in structured data | no |
| JSON-LD blocks | 1 (WebSite) |

 Actions

## The links it would act on

| Link | Role | Where it goes |
| --- | --- | --- |
| [el.hb.sgimed.com/#/online-booking?t=7THcHMTyHY2eyEw4O01CCb9H3EgepoRkgh](https://el.hb.sgimed.com/#/online-booking?t=7THcHMTyHY2eyEw4O01CCb9H3EgepoRkghg2hp9vDkHNegnRL5s2DqDApfpfanZynN4RdSsjZ0MwwUXGdxuti3b2a7O5EkVeoOCThsaZjBfE0kfMG7tAHJ2AyQQCwcZGytNfSsUcPn1PHxUCo0agEgsX4eAUGAFpSxaYtrMUd5YZS9Xo34Aln1xVFGdIRb2dfeEzXEOFsB3XgeuIGaKrONInmQYu1kiInAuG0iHqyOT2stI3TETgLkcrQ) | booking | an unrecognised third party |

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

#### The Direct Index

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#### For agents

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#### 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"}}]}
```
