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 Priority

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.

Working in your favor

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

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

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

Gaps to close

Total absence on Claude (0% mention rate) suggests a lack of presence in the specific medical datasets or high-authority directories Claude prioritizes.

Extremely low visibility for 'Sleep Health & Diagnostic Testing' across all personas, particularly failing to capture the 'Restless Night Researcher'.

Very low penetration in AI Overviews (7%), missing out on high-intent 'near me' search summaries.

Opportunities

Capture the 'Sandwich Generation Caregiver' persona by developing content around 'pulmonary rehabilitation in south texas' where current mentions are inconsistent.

Leverage the high performance in 'physician-owned' queries to further differentiate from larger institutional competitors like UT Health and Baptist Health.

Improve technical SEO and structured data to transition from simple mentions to being featured in AI Overviews for local lung specialist searches.

Highest-Impact 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.

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 priority level — from core brand queries to growth opportunities.

	ChatGPT	Claude	Gemini	AI Overviews
Reputation1q Brand recognition & direct queries	97	0	97	97
“What do you know about Texas IPS? What do they do and what's their reputation?”	#1	No	#1	#1
Core8q Product/service category queries	53	0	94	0
“i have chronic copd and need a new lung specialist in san antonio who should i go to”	No	No	#2	No
“help me find a place for pulmonary rehabilitation in south texas after a long hospital stay”	No	No	#1	No
“what are the best clinics for pulmonary disease diagnosis and treatment in san antonio”	No	No	#4	No
“where can i get a sleep study done in san antonio without a massive wait time”	No	No	#3	No
“im always tired and think i have sleep apnea who is the best sleep doctor in san antonio”	No	No	#4	No
“texas ips vs ut health san antonio pulmonology which is better for patient care”	#1	No	#1	No
“is texas ips a reputable medical group for sleep disorder treatment”	#1	No	#1	No
“what are the reviews like for texas ips lung doctors on reddit and healthgrades”	#1	No	#1	No
Growth Areas2q Adjacent, aspirational & visionary	0	0	96	0
“which medical groups in texas handle ecmo and advanced critical care management”	No	No	#2	No
“find me a physician-owned critical care group that works with san antonio hospitals”	No	No	#1	No

“What do you know about Texas IPS? What do they do and what's their reputation?”

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

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

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

“where can i get a sleep study done in san antonio without a massive wait time”

“im always tired and think i have sleep apnea who is the best sleep doctor in san antonio”

“texas ips vs ut health san antonio pulmonology which is better for patient care”

“is texas ips a reputable medical group for sleep disorder treatment”

“what are the reviews like for texas ips lung doctors on reddit and healthgrades”

“which medical groups in texas handle ecmo and advanced critical care management”

“find me a physician-owned critical care group that works with san antonio hospitals”

Competitive Landscape

UT Health San Antonio

42 mentions

Healthgrades

40 mentions

Texas IPS

36 mentions

Mayo Clinic

32 mentions

Baptist Health System

26 mentions

Vitals

25 mentions

Methodist

24 mentions

U.S. News & World Report

23 mentions

NYU Langone Hospitals

18 mentions

UCLA Medical Center

18 mentions

Healio

18 mentions

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

Texas IPS

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Sample Conversations

Citations

Brand Voice & Style

Engineer content that makes AI agents recommend you

Explore Healthcare

Start gettingrecommended by AI.

Frequently asked questions

Texas IPS

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Sample Conversations

Citations

Brand Voice & Style

Engineer content that makes AI agents recommend you

Explore Healthcare

Start gettingrecommended by AI.

Frequently asked questions

Start getting
recommended by AI.

Start getting
recommended by AI.