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

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 [Report](https://directindex.org/r/mkdermatology.com) · scanned 2026-10-23

# What an AI agent reads on Michael Kim Dermatology

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

2,255

characters of text without JavaScript

none

structured data for the business

2

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

 Text

## The words an agent gets

Title: Home · language en. First 1,800 of 2,255 characters:

```
Home MichaelKim Dermatology Menu Home About Us Services Media Contact Us Welcome To Our Practice Request Appointment (213) 357-5090 Welcome To MichaelKim Dermatology - Los Angeles Michael Kim, MD is a premier dermatologist in the Los Angeles area with over 25 years of experience. As an expert in every facet of the skin, Dr. Kim specializes in all aspects of dermatology, including medical and general dermatology, cosmetic procedures, surgical dermatology and laser dermatology. Dr. Kim provides a wide range of services including complicated surgical skin cancer removals to non-surgical cosmetic rejuvenation procedures. Whether you have a bothersome rash, hard-to-treat acne, dark spots, psoriasis, eczema, warts, cysts or moles, or a desire to look better, Dr. Kim believes it is important to discuss the various treatment options that are best suited for you and your skin. At MichaelKim Dermatology, we care about our patients and our goal is to make every visit to our office a pleasant and comfortable experience for all our patients. Dr. Kim is a graduate of University of Chicago Pritzker School of Medicine, Johns Hopkins University and Harvard University. He is the recipient of the prestigious National Institutes of Health (NIH) in skin differentiation research from the Howard Hughes Medical Institute and a Diplomate of Aesthetic Medicine. Dr. Kim served as a clinical instructor at Harvard Medical School in Boston, MA for over 10 years. We speak Korean and Spanish. To receive customized treatment recommendations by speaking with Dr. Kim in person, please call us at (213) 357-5090 / (310) 858-9600 to make an appointment. "Dr. Kim combines the most extensive dermatological expertise with in-depth understanding of advanced technologies in skin treatments. He truly has an unfai
```

 Facts

## What it can say about the business

| A business type in JSON-LD | no |
| Name | no |
| Telephone | (213) 357-5090 (a tel: link, not structured) |
| Address | no |
| Opening hours | no |
| Menu or price list | nothing |
| Cuisine in structured data | no |
| JSON-LD blocks | 0 (microdata:ImageGallery, microdata:ImageObject, microdata:Organization, microdata:SiteNavigationElement, microdata:WebPage, microdata:WebPageElement) |

 Actions

## The links it would act on

No booking or ordering link found; only a phone number ((213) 357-5090). An agent has nothing to act on.

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