What does "AI visibility" mean for my business?

When someone asks ChatGPT, Claude, or Gemini "what is the best..." or "where can I find...", AI gives specific recommendations. AI visibility is a measure of how often — and how positively — these AI platforms mention your business. It's the new version of being on the first page of Google, except now there are no pages — just one answer.

Which AI platforms do you monitor?

Pendium monitors ChatGPT, Claude, Gemini, Grok, Perplexity, DeepSeek, and Google AI Overviews — seven major AI platforms that consumers use to research local services. We run real queries that your customers actually ask and analyze the responses for mentions of your business, competitors, and industry topics.

How does Pendium improve my visibility?

Three ways. First, we identify the exact queries and topics where you're invisible. Second, we generate AI-optimized content — articles, guides, social posts — designed to help AI agents understand your business and recommend your services to the right people. Third, we continuously monitor to track improvement and find new opportunities. Most clients see measurable improvement within 60 days.

How long until I see results?

You'll get your first visibility report within minutes of signing up. Actual visibility improvement varies, but our clients typically see a 47% average improvement within 60 days. Some see results faster — it depends on your current online presence and how competitive your local market is.

Do I need to be technical to use this?

Not at all. Enter your website URL and Pendium handles everything: scanning AI platforms, analyzing your visibility, generating content, and tracking improvement. The dashboard is designed for business owners, not engineers. If you can check your email, you can use Pendium.

What makes this different from SEO?

Traditional SEO optimizes for Google's search rankings — blue links on a results page. AI visibility is different: AI doesn't show links, it gives direct answers. Even if you rank #1 on Google, ChatGPT might recommend a competitor. Pendium optimizes for the new paradigm — making sure AI platforms know about, trust, and recommend your business.

Pricing

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Pulmonary & Sleep Medicine Group, LLC

Visibility33

Vibe72

Businesses/Healthcare/Pulmonary & Sleep Medicine Group, LLC

AI Visibility & Sentiment

Pulmonary & Sleep Medicine Group, LLC

Pulmonary & Sleep Medicine Group, LLC is a specialized medical practice offering compassionate care for lung, breathing, and sleep disorders. Led by board-certified pulmonologist Dr. Andrew R. Freedman, the practice serves patients from Monroe, New Jersey and provides telehealth services across 28 states, specializing in home-based management of respiratory diseases and sleep disorders.

Active Monitoring

pulmonarysleepmedicinegroup.com

Healthcare

AI Visibility Score

33/100

Low

Sentiment Score

72/100

Score by Reach

How often this business is recommended to users across different types of conversations — from direct product queries to broader open-ended conversations where AI could recommend this company's products and services

core

AI Perception

Key Takeaways

How AI platforms collectively perceive and describe Pulmonary & Sleep Medicine Group, LLC today.

Pulmonary & Sleep Medicine Group, LLC has strong brand-specific visibility on ChatGPT and Gemini but is virtually invisible for high-intent category searches. While the brand holds top-tier positions for direct reputation queries, it fails to appear in searches related to home sleep testing or telehealth services.

Value Proposition

Convenient, compassionate pulmonary and sleep medicine care delivered primarily through telehealth, with home-based testing and treatment options that allow patients to receive comprehensive care from the comfort of their homes.

Overview

Mission

Nothing is more important than listening to each patient, getting to the root cause of their symptoms, and explaining the treatment options to create integrative care plans that meet each person's unique health challenges.

Products & Services

Home Sleep TestingCPAP & Dental AppliancesSleep Apnea Diagnosis & TreatmentCOPD ManagementAsthma Treatment

Current State

Visibility Landscape

A high-level view of how Pulmonary & Sleep Medicine Group, LLC performs across AI platforms, broken down by strategic reach level — from core brand queries to growth opportunities.

	ChatGPT	Claude	Gemini	AI Overviews
Reputation Brand recognition & direct queries	41	0	31	35
Core Topics Product/service category queries	—	—	—	—
Growth Areas Adjacent, aspirational & visionary	—	—	—	—

ChatGPT

Claude

Gemini

AI Overviews

Reputation

Brand recognition & direct queries

Core Topics

Product/service category queries

—

Growth Areas

Adjacent, aspirational & visionary

—

Competitive Landscape

Healthgrades

36 mentions

Zocdoc

26 mentions

Vitals

25 mentions

Mayo Clinic

24 mentions

ResMed

23 mentions

Apple Watch

19 mentions

Loading visibility matrix...

Analysis

Insights & Recommended Actions

What's working, what's not, and specific steps to improve Pulmonary & Sleep Medicine Group, LLC's AI visibility.

Key Findings

Strength

High-ranking performance in brand-direct queries such as 'is Pulmonary & Sleep Medicine Group LLC a reputable clinic' where it consistently hits #1 position on ChatGPT and AIOverviews.

Strength

Excellent visibility on ChatGPT (30%) with a strong average position of 1.3.

Strength

Strong performance in brand-vibe checks, maintaining #1 rankings across multiple platforms when the brand name is used.

Recommended Actions

Optimize service pages for 'Home Sleep Testing' and 'Telehealth' keywords.

The brand currently has 0% visibility for these intent-driven queries, while competitors like ResMed and Amwell are dominating these segments.

Enhance provider-specific SEO and structured data for Dr. Andrew R. Freedman.

Direct queries for the lead physician currently return no mentions, representing a significant loss in trust-building for prospective patients.

Update and audit profiles on Healthgrades, Zocdoc, and Vitals.

These aggregators are listed as the top competitors in the AI's data ecosystem; improving presence here will likely feed better data into Claude and Gemini.

Programmatic Testing

Sample Conversations

We programmatically analyze questions that real customers are asking to AI agents and chatbots, extract brand mentions and sentiment, analyze every response, and synthesize the data into an action plan to increase AI visibility.

ChatGPT

Claude

Gemini

AI Overviews

Home Based Sleep Disorder Solutions(3 queries)

“how can i get a sleep apnea test without going to a lab”

0/4 platforms mentioned

Core

ChatGPT

1.Itamar Medical

2.WatchPAT

3.ResMed

4.ApneaLink

5.ApneaLink Air

+8 more

Claude

No brands listed

Gemini

1.Lofta

2.WatchPAT One

3.Wesper

4.SleepPlay

5.GoSnoo

+5 more

AI Overviews

1.Johns Hopkins Medicine

2.Mayo Clinic

3.Lofta

4.YouTube

5.Alice Peck Day Memorial Hospital

+7 more

“compare cpap vs dental appliances for sleep apnea”

0/4 platforms mentioned

Core

ChatGPT

1.Inspire

2.ResMed

3.AirSense 10

4.AirSense 11

5.Philips Respironics

+14 more

Claude

No brands listed

Gemini

1.ResMed AirSense 11

2.Philips DreamStation 2

3.Fisher & Paykel SleepStyle

4.SomnoMed (SomnoDent)

5.Panthera D-SAD

+2 more

AI Overviews

1.SleepMed Solutions

2.Premera Blue Cross

3.SUNY Upstate Medical University

4.SleepApnea.org

5.Sleep Foundation

+3 more

“tell me how home sleep testing works and where to get one”

0/4 platforms mentioned

Core

ChatGPT

1.Itamar WatchPAT

2.Nox T3

3.Philips Respironics

4.ResMed

5.Fitbit

+2 more

Claude

No brands listed

Gemini

1.WatchPAT

2.Lofta

3.WatchPAT One

4.Sleep Doctor

5.VirtuOx

+2 more

AI Overviews

1.Johns Hopkins Medicine

2.Northwestern Medicine

3.Northwell Health

4.Memorial Hermann Health System

5.Sleep Foundation

+5 more

Source Intelligence

Citations

The sources AI platforms cite when recommending this brand. Pendium reverse-engineers what's already proven to be catnip to AI agents, then engineers content that fills gaps and helps agents do their job — which means more citations for you.

What to Know About an At-Home Sleep Test | Johns Hopkins Medicine

hopkinsmedicine.org

Web1 ref

Sleep apnea - Diagnosis and treatment - Mayo Clinic

mayoclinic.org

Web1 ref

At Home Sleep Study - Home Sleep Apnea Test - Lofta

lofta.com

Web1 ref

About a Home Sleep Apnea Test

youtube.com

Video1 ref

At-home sleep study: Everything you need to know - Northwell Health

northwell.edu

Edu1 ref

How Do People Find Out They Have Sleep Apnea?

sleepapnea.org

Web1 ref

Home Sleep Study (Portable Monitoring) | Stanford Health Care

stanfordhealthcare.org

Web1 ref

Home Sleep Apnea Testing - UPMC

upmc.com

Web1 ref

Home Sleep Apnea Tests | Boston Medical Center

bmc.org

Web1 ref

Home Sleep Testing - St. Mary's Health System

stmarysmaine.com

Web1 ref

Home Sleep Study - Republic County Hospital

rphospital.org

Web1 ref

CPAP Compliance 4-Hour Rule Greensboro - SleepMed Solutions

sleepmedsolutions.com

Web1 ref

Sleep Conditions - Premera Blue Cross

premera.com

Web1 ref

Compliance and Children | Upstate Sleep Center

upstate.edu

Edu1 ref

Is CPAP Compliance Important? - SleepApnea.org

sleepapnea.org

Web1 ref

Competitive Landscape

Brands and products that AI platforms mention alongside or instead of Pulmonary & Sleep Medicine Group, LLC.

Healthgrades36 mentions

Zocdoc26 mentions

Vitals25 mentions

Mayo Clinic24 mentions

ResMed23 mentions

Apple Watch19 mentions

Amwell19 mentions

WatchPAT17 mentions

Oura17 mentions

Cleveland Clinic16 mentions

Pulmonary & Sleep Medicine Group, LLC16 mentions

Brand Identity

Brand Voice & Style

How AI perceives Pulmonary & Sleep Medicine Group, LLC's communication style and personality

Pulmonary & Sleep Medicine Group communicates with a warm, patient-centered approach that balances medical expertise with accessibility. The tone is reassuring and educational, designed to put anxious patients at ease while conveying the practice's specialized credentials. The brand emphasizes convenience and compassion, using clear language to explain complex medical conditions and treatment options without being condescending.

Core Tone Traits

Compassionate & Caring

Emphasizes patient comfort and understanding, using phrases like 'compassionate and comprehensive care'

Professional & Credentialed

Highlights board certifications and medical expertise to establish trust and authority

Accessible & Convenient

Focuses on telehealth availability and home-based care options to reduce patient barriers

Educational & Reassuring

Explains conditions and treatments clearly to help patients feel informed and at ease

Engineer content that makes AI agents recommend you

Pendium analyzes how AI platforms perceive your brand, reverse-engineers what they already cite, and continuously publishes content designed to fill gaps and earn more mentions — on autopilot, with you in the loop.

Data generated by Pendium.ai AI visibility scanning. Last scanned February 17, 2026.