---
title: What an AI agent reads on Carolyn C Chang, Md, Facs · The Direct Index
url: https://directindex.org/r/drcarolynchang.com/agent-view?format=md
---

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 [Report](https://directindex.org/r/drcarolynchang.com) · scanned 2026-10-24

# What an AI agent reads on Carolyn C Chang, Md, Facs

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

2,261

characters of text without JavaScript

none

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: Dr. Carolyn Chang - San Francisco Plastic Surgeon · language en. First 1,800 of 2,261 characters:

```
Dr. Carolyn Chang - San Francisco Plastic Surgeon Skip to main navigation Menu Contact Map 415.923.3070Meet Dr. Chang WelcomeAbout Dr. ChangCredentialsMy Philosophy Procedures Facial Rejuvenation FaceliftSecondary FaceliftBrowliftBlepharoplastyRhinoplastyFacial ImplantsOtoplasty Breast Rejuvenation AugmentationSecondary AugmentationMastopexyMastopexy and AugmentationReduction Body Contouring AbdominoplastyLiposuctionMommy MakeoverRejuvenation After Weight Loss Your Surgery Getting readyPostoperative concerns Office Experience Your ConsultationOur StaffHours & LocationFinancial Policies Photo Gallery FaceliftBrowliftEyelid Lift (Blepharoplasty)RhinoplastyBreast AugmentationSecondary & Corrective Breast AugmentationBreast Lift (Mastopexy)Augmentation & MastopexyBreast ReductionAbdominoplastyLiposuctionMommy MakeoverRejuvenation After Weight Loss What's NewMediaTestimonialsContact Us Dr. Carolyn Chang is one of San Francisco’s premiere Plastic Surgeons, specializing in Cosmetic Surgery with a natural aesthetic. Dr. Carolyn Chang is one of San Francisco’s premiere Plastic Surgeons, specializing in Cosmetic Surgery with a natural aesthetic. Introducing Motiva Preservé™ Motiva Preservé™ is a new minimally invasive approach to breast augmentation with no general anesthesia necessary and less downtime. Watch Dr. Chang discuss Preservé™ View HERE Please call 415-923-3070 for more information and to schedule a consultation. Experience the New UltraClear® Laser Dr Chang is pleased to introduce the UltraClear® Laser, the newest addition to our non-surgical aesthetic treatments. Designed for all skin types, UltraClear® delivers advanced skin rejuvenation with enhanced comfort, faster recovery, and minimal downtime. To learn more, watch as Dr. Chang shares the benefits UltraClear® ca
```

 Facts

## What it can say about the business

| A business type in JSON-LD | no |
| Name | no |
| Telephone | +1-415-923-3070 (a tel: link, not structured) |
| Address | no |
| Opening hours | no |
| Menu or price list | nothing |
| Cuisine in structured data | no |
| JSON-LD blocks | 1 (BreadcrumbList, EntryPoint, ImageObject, ListItem, PropertyValueSpecification, ReadAction) |

 Actions

## The links it would act on

No booking or ordering link found; only a phone number (+1-415-923-3070). An agent has nothing to act on.

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

#### The Direct Index

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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"}}]}
```