---
title: What an AI agent reads on William Lee, Md, Phd · The Direct Index
url: https://directindex.org/r/williamleemd.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/williamleemd.com) · scanned 2026-10-24

# What an AI agent reads on William Lee, Md, Phd

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

4,217

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: William Lee MD, PhD · language en-US. First 1,800 of 4,217 characters:

```
William Lee MD, PhD William Lee MD, PhD Functional Medicine – Integrative Medicine – Acupuncture – Nutritional & Herbal Therapies Regenerative Therapies – Aesthetic Wellness Treatments Support for Healing, Restoration, Confidence, and Whole-Person Wellness. Forest Hills 108-10 72nd Avenue, 4th FloorForest Hills, NY 11375P: (718) 233-6287F: (718) 569-2192 Manhattan 515 Madison Avenue, Suite 1204New York, NY 10022P: (212) 537-6069F: (212) 419-1282 Long Island 842 Fort Salonga Rd, Suite 3Northport, NY 11768P: (631) 606-2850F: (718-569-2192 Forest Hills 108-10 72nd Avenue, 4th FloorForest Hills, NY 11375P: (718) 233-6287F: (718) 569-2192 Get Directions Manhattan 515 Madison Avenue, Suite 1204New York, NY 10022P: (212) 537-6069F: (212) 419-1282 Get Directions Long Island 842 Fort Salonga Rd, Suite 3Northport, NY 11768P: (631) 606-2850F: (718) 569-2192 Get Directions Supplements Patients are welcomed to place supplement orders online between office visits here: Order Now Services List OPTIMIZE Functional Medicine Consultation An initial in-depth assessment to inform the development of a personalized, root-cause approach to health that looks beyond symptoms to identify underlying imbalances. Follow up visits may include recommendations for a detailed review of lifestyle, nutrition, hormones, inflammation, gut health, metabolic health, and preventive strategies to support long-term wellness. Personalized Wellness Planning This includes the creation of customized treatment plans designed around your individual health goals. Recommendations may include nutrition, lifestyle optimization, targeted supplementation, stress support, sleep strategies, and metabolic health guidance. Acupuncture A traditional therapy used within an integrative care model to support pain relief, stress re
```

 Facts

## What it can say about the business

| A business type in JSON-LD | no |
| Name | no |
| Telephone | +17182336287 (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, ListItem, PropertyValueSpecification, ReadAction, SearchAction) |

 Actions

## The links it would act on

| Link | Role | Where it goes |
| --- | --- | --- |
| [www.vintagelabscollection.com/drlee](https://www.vintagelabscollection.com/drlee) | ordering | an unrecognised third party |

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