--- title: What an AI agent reads on Lumos Dermatology · The Direct Index url: https://directindex.org/r/lumosdermatology.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/lumosdermatology.com) · scanned 2026-10-24 # What an AI agent reads on Lumos 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 [lumosdermatology.com](https://www.lumosdermatology.com/), taken from the copy the scanner kept. 11,367 characters of text without JavaScript LocalBusiness structured data for the business 0 of 3 AI crawlers turned away at the edge Text ## The words an agent gets Title: Lumos Dermatology®, New York, NY 10016 | Dr. Peter Chien, MD, PhD, FAAD · language en-US. First 1,800 of 11,367 characters: ``` Lumos Dermatology®, New York, NY 10016 | Dr. Peter Chien, MD, PhD, FAAD (646) 820-1716, 37 East 28th St, Suite 304, New York, NY 10016 Book Appointment Welcome Our Dermatologists Medical Dermatology Acne Rosacea Psoriasis Eczema Melasma Warts Cyst Vitiligo Alopecias & Hair Loss Nail Problems Mole Check & Skin Cancer Screening Teledermatology Cosmetic Dermatology LASER HAIR REMOVAL LASER TATTOO REMOVAL LASER REDNESS REMOVAL LASER SCAR REVISION LASER SKIN REJUVENATION PICO GENESIS™ LASER SKIN REJUVENATION AND DISCOLORATION REMOVAL Double chin reduction BODY CONTOURING CoolSculpting® Fat Freezing Fat Reduction SculpSure® LASER FAT REDUCTION Jeuveau® DERMAL FILLERS PRP (Platelet Rich Plasma) Hair Loss Treatment Cosmetic Mole Removal BILL PAY Virtual Derm Shop SKIN CARE BLOG FORMS Annual History Check-in Form Patient Financial Responsibility Authorization for Release of Health Information HIPAA Privacy Notice (646) 820-1716, 37 East 28th St, Suite 304, New York, NY 10016 Book Appointment Welcome Our Dermatologists Medical Dermatology Acne Rosacea Psoriasis Eczema Melasma Warts Cyst Vitiligo Alopecias & Hair Loss Nail Problems Mole Check & Skin Cancer Screening Teledermatology Cosmetic Dermatology LASER HAIR REMOVAL LASER TATTOO REMOVAL LASER REDNESS REMOVAL LASER SCAR REVISION LASER SKIN REJUVENATION PICO GENESIS™ LASER SKIN REJUVENATION AND DISCOLORATION REMOVAL Double chin reduction BODY CONTOURING CoolSculpting® Fat Freezing Fat Reduction SculpSure® LASER FAT REDUCTION Jeuveau® DERMAL FILLERS PRP (Platelet Rich Plasma) Hair Loss Treatment Cosmetic Mole Removal BILL PAY Virtual Derm Shop SKIN CARE BLOG FORMS Annual History Check-in Form Patient Financial Responsibility Authorization for Release of Health Information HIPAA Privacy Notice Lumos Dermatology®, New York, NY 100 ``` Facts ## What it can say about the business | A business type in JSON-LD | LocalBusiness | | Name | Lumos Dermatology® | | Telephone | +16468201716 (a tel: link, not structured) | | Address | yes | | Opening hours | yes | | Menu or price list | nothing | | Cuisine in structured data | no | | JSON-LD blocks | 3 (LocalBusiness, Organization, WebSite) | Actions ## The links it would act on | Link | Role | Where it goes | | --- | --- | --- | | [www.lumosdermatology.com/appointments](https://www.lumosdermatology.com/appointments) | booking | the business's own site | | [lumosdermatology.as.me/medical-dermatology](https://lumosdermatology.as.me/medical-dermatology) | booking | acuity, acting for the business | Everything here comes from fetching the homepage once as a crawler. The [report](https://directindex.org/r/lumosdermatology.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"}}]} ```