--- title: What an AI agent reads on Dr. Dennis Tang · The Direct Index url: https://directindex.org/r/ent.la/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/ent.la) · scanned 2026-10-23 # What an AI agent reads on Dr. Dennis Tang 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 [ent.la](https://www.ent.la/), taken from the copy the scanner kept. 12,936 characters of text without JavaScript none structured data for the business 3 of 3 AI crawlers turned away at the edge (GPTBot, ClaudeBot, PerplexityBot) Text ## The words an agent gets Title: ENT LA - Exceptional Otolaryngology & Facial Plastics in Los Angeles · language en. First 1,800 of 12,936 characters: ``` ENT LA - Exceptional Otolaryngology & Facial Plastics in Los Angeles Home Our Team Comprehensive (General) Otolaryngology Ashley Kita, MD Ankona Ghosh, MD K. Linnea Peterson, MD Kathryn Kreicher, MD Dizziness and Balance Disorders Edward Cho, MD Facial Plastic and Reconstructive Surgery Matthew Lee, MD Head and Neck Cancer and Microvascular Reconstructive Surgery Allen Ho, MD Jon Mallen-St. Clair, MD Evan Walgama, MD Laryngology – Professional Voice, Airway and Swallowing Disorders Anca Barbu, MD Neelaysh Vukkadala, MD Otology, Neurotology, and Lateral Skull Base Surgery Yu-Tung Wong, MD Mia Miller, MD Pediatric Otolaryngology Alexis Rieber, MD Abhita Reddy, MD Rhinology – Endoscopic Sinus and Skull Base Surgery Dennis Tang, MD Taylor Carle, MD Alice Huang, MD Sleep Surgery Ankona Ghosh, MD Ashley Kita, MD K. Linnea Peterson, MD Kathryn Kreicher, MD Thyroid and Parathyroid Surgery Allen Ho, MD Jon Mallen-St. Clair, MD Evan Walgama, MD Ankona Ghosh, MD K. Linnea Peterson, MD Kathryn Kreicher, MD Audiologists Colleen Moryl, PhD Lisa Berliner, MS Tania Aguilar, AuD Dominique Hernandez, AuD Physician Assistants Raquel Vasquez, PA-C Chrysanta Patio, MPH, PA-C Carolyn Filarski, PA-C Jennifer Kim, PA-C Samantha Lizer MPA, PA-C Yelena Zak, PA-C Katrin Abelian, PA-C Angie Huang, PA-C MaKenzie Druffel, PA-C Services Ear Acoustic Neuromas Cochlear Implants Dizziness / Vertigo Ear Infections Hearing Loss Tinnitus Nose Acute Sinusitis Allergic Rhinitis Chronic Sinusitis CSF Leaks Deviated Septum Hyposmia / Loss of Smell Nasal Obstruction Nasal Polyps Nasal and Sinus Tumors Throat Difficulty Swallowing Hoarseness and Voice Disorders Laryngeal Cancer Laryngeal Papillomatosis Laryngopharyngeal Reflux Throat Discomfort Tongue Tie Tonsil and Adenoid Disorders Vocal Cord Paralysis Head an ``` Facts ## What it can say about the business | A business type in JSON-LD | no | | Name | no | | Telephone | (310) 423-1220 (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 | Link | Role | Where it goes | | --- | --- | --- | | [www.ent.la/contact-us](https://www.ent.la/contact-us) | booking | the business's own site | Everything here comes from fetching the homepage once as a crawler. The [report](https://directindex.org/r/ent.la) 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"}}]} ```