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

[The Direct Index](https://directindex.org/)
[Scanner](https://directindex.org/scan)[Cities](https://directindex.org/cities)[Numbers](https://directindex.org/stats)[Rankings](https://directindex.org/rankings)[Search](https://directindex.org/search)[Guides](https://directindex.org/guides)[About](https://directindex.org/about)

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

# What an AI agent reads on Michael Lin

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 [michaellinmd.com](http://www.drmichaellin.com/), taken from the copy the scanner kept.

1,658

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. Lin Skincare | Best Acne Treatment | Dermatologist Online Now Dr. Lin Skincare | Best Acne Treatment | Dermatologist Online NowAmerican ExpressDiners ClubDiscoverGoogle PayJCBMastercardVisa · language en. First 1,658 of 1,658 characters:

```
Dr. Lin Skincare | Best Acne Treatment | Dermatologist Online Now Dr. Lin Skincare | Best Acne Treatment | Dermatologist Online Now Skip to content Pause slideshow Play slideshow 20% off sitewide with a subscription⚡ Hassle-free returns || 30-day money-back guarantee FREE shipping on all US orders 📦 Dr. Lin Skincare Products Acne Anti-Aging Hair Care Sun Care Forever Young Treatment Certificate Dr. Lin's Practice About Us About Dr. Lin Acne System Success Stories Blogs In the Press Product FAQs Contact Us Search Account 0 Cart Site navigation Close Search Close Cancel Subtotal $0.00 Check out Shipping, taxes, and discount codes calculated at checkout. Your cart is currently empty. Products Expand submenu Products View all Acne Anti-Aging Hair Care Sun Care Forever Young Treatment Certificate Dr. Lin's Practice About Us Expand submenu About Us About Dr. Lin Acne System Success Stories Blogs In the Press Product FAQs Contact Us View more Give your skin a drink Refreshing, all-day hydration that won't cause breakouts Shop Now Best Sellers Daily Hydrating Gel Daily Foaming Cleanser Acne Spot Corrector Created by a celebrity dermatologist for his patients in Beverly Hills, our products have clean, high-performing ingredients with visible results. Good skin. Good emails. Subscribe today for 20% off: Enter your email Subscribe Quick Links SearchCustomer ServiceReturnsMichael Lin MD ProductsDr. Lin Skincare Products Get in touch 818-906-6900 Follow us Instagram Facebook Twitter We accept © 2026 Dr. Lin Skincare SearchCustomer ServiceReturnsMichael Lin MD ProductsDr. Lin Skincare ProductsPowered by Shopify "Close (esc)" "Close (esc)"
```

 Facts

## What it can say about the business

| A business type in JSON-LD | no |
| Name | no |
| Telephone | 818-906-6900 (a tel: link, not structured) |
| Address | no |
| Opening hours | no |
| Menu or price list | nothing |
| Cuisine in structured data | no |
| JSON-LD blocks | 1 |

 Actions

## The links it would act on

No booking or ordering link found; only a phone number (818-906-6900). An agent has nothing to act on.

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

#### The Direct Index

[Why direct](https://directindex.org/why)[What agent-direct means](https://directindex.org/agent-direct)[About and principles](https://directindex.org/about)[Methodology](https://directindex.org/methodology)[Privacy](https://directindex.org/privacy)[Terms](https://directindex.org/terms)[Corrections](https://directindex.org/corrections)[Legal notice](https://directindex.org/legal)

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