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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Texas IPS

Visibility41

Vibe86

Businesses/Healthcare/Texas IPS

AI Visibility & Sentiment

Texas IPS

Texas IPS is San Antonio's largest independent, physician-owned pulmonary and critical care medical group. They provide comprehensive treatment for pulmonary conditions, sleep disorders, and critical care across 5 locations and 10 hospitals in the Texas region.

Active Monitoring

texasips.com

Healthcare

AI Visibility Score

41/100

Moderate

Sentiment Score

86/100

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

adjacent

AI Perception

Key Takeaways

How AI platforms collectively perceive and describe Texas IPS today.

Texas IPS maintains a moderate AI visibility score of 44/100, characterized by strong brand-specific recognition on Gemini and ChatGPT but significant gaps in non-branded service discovery. While the brand excels in direct reputation and comparison queries, it is nearly invisible on Claude and performs poorly in the critical Sleep Health and Diagnostic Testing category.

Value Proposition

World-class pulmonary and critical care delivered locally by an independent, physician-owned practice with expert-led teams providing comprehensive treatment across the entire continuum of care.

Overview

Mission

To provide comprehensive, skilled treatment for every pulmonary and sleep condition across the entire continuum of care.

Products & Services

Pulmonary disease diagnosis and treatmentSleep disorder testing and treatmentCritical care managementECMO (Extracorporeal Membrane Oxygenation)Pulmonary rehabilitation

Current State

Visibility Landscape

A high-level view of how Texas IPS 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	51	0	65	0
Core Topics Product/service category queries	0	0	65	0
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

UT Health San Antonio

42 mentions

Healthgrades

40 mentions

Mayo Clinic

32 mentions

Baptist Health System

26 mentions

Vitals

25 mentions

Methodist

24 mentions

Loading visibility matrix...

Analysis

Insights & Recommended Actions

What's working, what's not, and specific steps to improve Texas IPS's AI visibility.

Key Findings

Strength

Excellent performance in brand-specific 'vibe check' and reputation queries, frequently holding the #1 position on ChatGPT and Gemini.

Strength

High mention rate on Gemini (64%), specifically for physician-owned critical care and advanced life support (ECMO) queries.

Strength

Strong competitive positioning when compared directly against UT Health San Antonio in pulmonology searches.

Recommended Actions

Execute a targeted content campaign for Sleep Apnea and Diagnostic Testing.

The data shows consistent failure to appear in queries like 'where can i get a sleep study done', which is a high-revenue entry point for the practice.

Claim and optimize profiles on high-authority medical aggregators like Healthgrades, Vitals, and U.S. News.

These sites are the top competitors in the data; AI models use these aggregators as primary sources for medical recommendations.

Enhance local SEO schema and Google Business Profile depth.

A 7% mention rate in AI Overviews suggests the brand is not being successfully mapped to local service 'slots' despite having the physical presence.

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

Specialized Lung & Respiratory Care Coordination(3 queries)

“i have chronic copd and need a new lung specialist in san antonio who should i go to”

1/4 platforms mentioned

Core

ChatGPT

1.UT Health San Antonio

2.Methodist Healthcare System (San Antonio)

3.CHRISTUS Santa Rosa Health System

4.Baptist Health System (San Antonio)

5.Zocdoc

+4 more

Claude

No brands listed

Gemini

1.UT Health San Antonio

2.Methodist Healthcare

3.Pulmonary Consultants of San Antonio

4.Baptist Health System

5.Texas Institute of Pulmonary and Sleep Medicine

+3 more

AI Overviews

1.Mayo Clinic

2.NYU Langone Hospitals

3.UCLA Medical Center

4.UCSF Medical Center

5.Cedars-Sinai Medical Center

+12 more

“help me find a place for pulmonary rehabilitation in south texas after a long hospital stay”

0/4 platforms mentioned

Core

ChatGPT

1.American Lung Association

2.UT Health San Antonio

3.University Health System

4.CHRISTUS Health

5.HCA

+1 more

Claude

No brands listed

Gemini

1.University Health

2.Texas Diabetes Institute

3.Robert B. Green Campus

4.Methodist Healthcare

5.Methodist Hospital

+9 more

AI Overviews

1.Dartmouth-Hitchcock

2.American Lung Association

3.Desert Care Network Hospitals

4.University of California - Davis Health

5.Moda Health

+3 more

“what are the best clinics for pulmonary disease diagnosis and treatment in san antonio”

0/4 platforms mentioned

Core

ChatGPT

1.UT Health San Antonio

2.University Health System

3.UT Health Pulmonary, Critical Care & Sleep Medicine

4.University Hospital

5.Methodist Healthcare System

+12 more

Claude

No brands listed

Gemini

1.UT Health San Antonio (Pulmonary & Critical Care Medicine)

2.UT Health Lung Transplant Program

3.Methodist Lung and Heart Institute

4.Methodist Healthcare

5.Pulmonary Management Group (PMG)

+13 more

AI Overviews

1.Mayo Clinic

2.NYU Langone Hospitals

3.UCLA Medical Center

4.UCSF Health

5.Cleveland Clinic

+9 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.

World's Best Specialized Hospitals 2025 - Pulmonology

rankings.newsweek.com

Web1 ref

America’s Best Hospitals for Specialized Care 2025 – Pulmonary ...

rankings.newsweek.com

Web1 ref

Mayo Clinic, NYU Langone Hospitals tied No. 1 in US for pulmonology ...

healio.com

Web1 ref

WBSPH 2024 – Pulmonology - Newsweek Rankings

rankings.newsweek.com

Web1 ref

Best Specialized Hospitals 2022 - Pulmonology - Newsweek Rankings

newsweek.com

Web1 ref

Best U.S. Hospitals for Pulmonology & Lung Surgery | Rankings - Health

health.usnews.com

Web1 ref

Top Specialized Hospitals – Pulmonology - Newsweek Rankings

rankings.newsweek.com

Web1 ref

The Lung Center - Brigham and Women's Hospital

brighamandwomens.org

Web1 ref

Best Hospitals for Pulmonology & Lung Surgery in California

health.usnews.com

Web1 ref

Houston Methodist Lung Center

houstonmethodist.org

Web1 ref

Lung and Pulmonology | Mount Sinai - New York

mountsinai.org

Web1 ref

10 best hospitals for pulmonology, lung surgery: US News

beckershospitalreview.com

Web1 ref

Mayo Clinic ranked No. 1 US hospital for pulmonology, lung surgery

healio.com

Web1 ref

2-1-1 Texas

211texas.org

Web1 ref

Pulmonary Rehabilitation - StatPearls - NCBI Bookshelf

ncbi.nlm.nih.gov

Gov1 ref

Competitive Landscape

Brands and products that AI platforms mention alongside or instead of Texas IPS.

UT Health San Antonio42 mentions

Healthgrades40 mentions

Texas IPS36 mentions

Mayo Clinic32 mentions

Baptist Health System26 mentions

Vitals25 mentions

Methodist24 mentions

U.S. News & World Report23 mentions

NYU Langone Hospitals18 mentions

UCLA Medical Center18 mentions

Healio18 mentions

Brand Identity

Brand Voice & Style

How AI perceives Texas IPS's communication style and personality

Texas IPS communicates with a warm, reassuring tone that balances medical expertise with genuine compassion. Their voice is professional and authoritative when discussing clinical matters, yet accessible and caring when addressing patient concerns. They emphasize their independent, physician-owned structure as a point of pride, positioning themselves as trusted local experts who deliver world-class care. The brand avoids overly clinical jargon in patient-facing content, instead using clear, encouraging language that instills confidence and hope.

Core Tone Traits

Compassionate & Caring

Emphasizes patient well-being and shows genuine concern for health outcomes

Expert & Authoritative

Demonstrates deep medical knowledge and clinical excellence

Locally Trusted

Highlights community roots and regional accessibility

Reassuring & Hopeful

Provides comfort and optimism for patients facing health challenges

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.