---
title: What an AI agent reads on Roy Kim M. D. · The Direct Index
url: https://directindex.org/r/drkim.com/agent-view?format=md
---

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

# What an AI agent reads on Roy Kim M. D.

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

4,691

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: Dr. Roy Kim | Board-Certified Plastic Surgeon, San Francisco · language en-US. First 1,800 of 4,691 characters:

```
Dr. Roy Kim | Board-Certified Plastic Surgeon, San Francisco 0 Skip to Content Home About Meet Dr. Roy Kim Testimonials Videos Procedures Before and After All Procedures Before and After Facelift Necklift Before and After Botox Before and After Liposuction Before and After Tummy Tuck Before and After Dermal Fillers Before and After Breast Augmentation Before and After Breast Augmentation and Lift Blogs Payment Plans Contact Locations San Francisco Location Alameda Location Press Links Subscribe Open Menu Close Menu Home About Meet Dr. Roy Kim Testimonials Videos Procedures Before and After All Procedures Before and After Facelift Necklift Before and After Botox Before and After Liposuction Before and After Tummy Tuck Before and After Dermal Fillers Before and After Breast Augmentation Before and After Breast Augmentation and Lift Blogs Payment Plans Contact Locations San Francisco Location Alameda Location Press Links Subscribe Open Menu Close Menu Home Folder: About Back Meet Dr. Roy Kim Testimonials Videos Procedures Folder: Before and After Back All Procedures Before and After Facelift Necklift Before and After Botox Before and After Liposuction Before and After Tummy Tuck Before and After Dermal Fillers Before and After Breast Augmentation Before and After Breast Augmentation and Lift Blogs Payment Plans Contact Folder: Locations Back San Francisco Location Alameda Location Press Links Subscribe ELEVATE YOUR AESTHETIC Board-Certified Plastic Surgeon San Francisco • Beverly Hills Book Consultation Call (415) 362-1846 ↓ Scroll to explore ✔ 20+ ★ 5.0 Board Certified Years Experience Featured in Media 5-Star Reviews View fullsize The Dr. Roy Kim DifferenceDr. Roy Kim combines board-certified expertise with a personalized approach to help you achieve natural, sophisticat
```

 Facts

## What it can say about the business

| A business type in JSON-LD | no |
| Name | no |
| Telephone | +14153621846 (a tel: link, not structured) |
| 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

No booking or ordering link found; only a phone number (+14153621846). An agent has nothing to act on.

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

#### The Direct Index

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#### Use it

[Free scanner](https://directindex.org/scan)[City indexes](https://directindex.org/cities)[Search the index](https://directindex.org/search)[Rankings](https://directindex.org/rankings)[What assistants recommend](https://directindex.org/assistants)[Ask the index](https://directindex.org/ask)

#### Vendors and help

[Booking and ordering vendors](https://directindex.org/vendors)[Which vendors' terms allow agents](https://directindex.org/vendors/terms)[Vendor verification](https://directindex.org/vendors/verification)[Website builders](https://directindex.org/builders)[Who can fix this](https://directindex.org/providers)[For agencies](https://directindex.org/agency)

#### For agents

[llms.txt](https://directindex.org/llms.txt)[llms-full.txt](https://directindex.org/llms-full.txt)[OpenAPI](https://directindex.org/openapi.json)[MCP server](https://directindex.org/.well-known/mcp/server-card.json)[A2A agent](https://directindex.org/.well-known/agent-card.json)[Direct feeds](https://directindex.org/direct.json)

#### Data

[Open data, CSV and JSON](https://directindex.org/data)[The quarterly edition](https://directindex.org/editions)[City data, JSON and Markdown](https://directindex.org/cities)[Sitemap](https://directindex.org/sitemap.xml)

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"}}]}
```