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.

Roadmap Pricing

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modMD

Visibility16

Vibe88

Businesses/Healthcare & Wellness/modMD

AI Visibility & Sentiment

modMD

modMD is a women-owned, physician-led wellness and medical concierge company that offers a unique blend of traditional medicine and modern aesthetics. The company provides high-level medical care through both brick-and-mortar retail wellness centers and on-demand mobile services that deliver treatments directly to homes, offices, and hotels.

Active Monitoring

yelp.com/biz/modmd-venice?utm_campaign=www_business_share_popup&utm_medium=copy_link&utm_source=(direct)

Healthcare & Wellness

AI Visibility Score

16/100

Invisible

Sentiment Score

88/100

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

aspirational

AI Perception

Key Takeaways

How AI platforms collectively perceive and describe modMD today.

modMD currently exists in a state of AI anonymity, failing to appear in the vast majority of high-intent search queries where potential clients seek concierge medical and wellness services. While the brand maintains a positive reputation when directly queried, it is missing from the critical discovery phase where competitors like Fountain Life and Sollis Health have firmly established their dominance.

Working in your favor

Strong brand recognition and positive sentiment when explicitly searched for by name across ChatGPT, Claude, and Gemini.

Successfully identified as a top-tier provider for 'mobile medical services for weight loss and recovery' on Claude and Gemini.

Appeals directly to high-net-worth personas when the user specifies a preference for concierge care.

Gaps to close

Near-total absence from 'Core' discovery queries regarding concierge doctors in LA, IV infusion clinics, and biohacking treatments.

Lack of visibility in 'Adjacent' and 'Aspirational' search categories, allowing competitors to capture market share from broader wellness seekers.

Complete invisibility in AI Overviews, which serve as the primary gateway for top-of-funnel medical research.

Opportunities

Capitalize on the 'High-Performance Corporate Executive' and 'Wellness-Focused Tech Entrepreneur' personas through targeted content that highlights the intersection of longevity and concierge medicine.

Bridge the gap between direct brand searches and general category searches by embedding specific clinical offerings into authoritative long-form content.

Optimize for 'Best of' listicles and provider comparison queries to disrupt the current momentum of established competitors.

Highest-Impact Actions

Develop a series of high-authority, long-form 'Ultimate Guides' to concierge medicine and IV therapy in Los Angeles.

AI models prioritize comprehensive, educational content when answering queries from users seeking to vet or compare premium health providers.

Implement an AI-optimized FAQ and resource schema on the website focusing on longevity, biohacking, and recovery.

The current lack of visibility in technical categories stems from insufficient structured data that links modMD to these high-value medical search intents.

Execute a targeted digital PR strategy that places the modMD brand in third-party expert reviews and luxury wellness roundups.

Competitors like Fountain Life and Sollis Health currently dominate these spaces; shifting AI sentiment requires third-party validation in the datasets the models ingest.

Value Proposition

Physician-led, clinical-grade medical care and aesthetic treatments delivered conveniently to the client's location, ensuring high standards of safety and expertise without the need for traditional clinic visits.

Overview

Mission

modMD is dedicated to bringing you the best of modern medicine and expert care that goes above and beyond—providing convenient, easy-to-access concierge medical services designed entirely around you.

Products & Services

IV Infusion TherapyMedical Weight Loss ProgramsAesthetic TreatmentsConcierge Medical & Lab Services

Current State

Visibility Landscape

A high-level view of how modMD performs across AI platforms, broken down by strategic priority level — from core brand queries to growth opportunities.

	ChatGPT	Claude	Gemini	AI Overviews
Reputation1q Sentiment when asked about the brand directly	50	50	100	100
“What do you know about modMD? What do they do and what's their reputation?”	Neutral	Neutral	Positive	Positive
Core5q Product/service category queries	0	41	35	0
“who are the top concierge doctors in LA that come to your house for iv therapy or health stuff”	No	No	No	No
“what are the most effective iv infusion clinics that also do aesthetics for a fresh look”	No	No	No	No
“what should i look for when vetting a private concierge medicine or wellness company for safety”	No	No	No	No
“best mobile medical services for weight loss and recovery in brooklyn”	No	#1	#3	No
“recommend high-end wellness centers in los angeles for IV drips and hormone optimization”	No	No	No	No
Growth Areas4q Adjacent, aspirational & visionary	0	0	0	0
“compare the best luxury medical concierge services for executive health physicals”	No	No	No	No
“what kind of professional biohacking or longevity treatments should i start using in my 40s”	No	No	No	No
“are there better medical wellness alternatives for busy professionals than the big national drip chains”	No	No	No	No
“best rated luxury wellness clubs and medical spas for high-net-worth individuals”	No	No	No	No

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

Neutral

Positive

“who are the top concierge doctors in LA that come to your house for iv therapy or health stuff”

“what are the most effective iv infusion clinics that also do aesthetics for a fresh look”

“what should i look for when vetting a private concierge medicine or wellness company for safety”

“best mobile medical services for weight loss and recovery in brooklyn”

“recommend high-end wellness centers in los angeles for IV drips and hormone optimization”

“compare the best luxury medical concierge services for executive health physicals”

“what kind of professional biohacking or longevity treatments should i start using in my 40s”

“are there better medical wellness alternatives for busy professionals than the big national drip chains”

“best rated luxury wellness clubs and medical spas for high-net-worth individuals”

Competitive Landscape

Fountain Life

20 mentions

Next Health

19 mentions

Sollis Health

16 mentions

Beverly Hills Concierge Doctor

15 mentions

Drip Hydration

14 mentions

MedLou Drips

8 mentions

The IV Doc

8 mentions

Elitra Health

8 mentions

Concierge MD LA

7 mentions

Mobile IV Medics

7 mentions

modMD

4 mentions

Analysis

Insights & Recommended Actions

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

Key Findings

Strength

Strong brand recognition and positive sentiment when explicitly searched for by name across ChatGPT, Claude, and Gemini.

Strength

Successfully identified as a top-tier provider for 'mobile medical services for weight loss and recovery' on Claude and Gemini.

Strength

Appeals directly to high-net-worth personas when the user specifies a preference for concierge care.

Recommended Actions

Develop a series of high-authority, long-form 'Ultimate Guides' to concierge medicine and IV therapy in Los Angeles.

AI models prioritize comprehensive, educational content when answering queries from users seeking to vet or compare premium health providers.

Implement an AI-optimized FAQ and resource schema on the website focusing on longevity, biohacking, and recovery.

The current lack of visibility in technical categories stems from insufficient structured data that links modMD to these high-value medical search intents.

Execute a targeted digital PR strategy that places the modMD brand in third-party expert reviews and luxury wellness roundups.

Competitors like Fountain Life and Sollis Health currently dominate these spaces; shifting AI sentiment requires third-party validation in the datasets the models ingest.

Content Engineering

Content Ideas

Content designed to help AI agents learn about your category and recommend your brand.

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

On Demand Wellness And Medical Concierge Services(3 queries)

“who are the top concierge doctors in LA that come to your house for iv therapy or health stuff”

0/4 platforms mentioned

Core

ChatGPT

1.MyConciergeMD

2.Beverly Hills Concierge Doctor

3.Infuse Hydration

4.NextDrip

5.Venus IV

+2 more

Claude

1.My Concierge MD

2.Beverly Hills Concierge Doctor

3.Concierge MD

4.Beverly Hills Concierge Health Center

5.Concierge LA

Gemini

1.Beverly Hills Concierge Doctor

2.Concierge MD LA

3.Beverly Hills Concierge Health Center

4.Dr. Daniel Benhuri

5.Drip Hydration

+5 more

AI Overviews

1.House Call Doctor Los Angeles

2.Beverly Hills Concierge Doctor

3.Daniel Benhuri, MD

4.Regenerative Medicine LA

5.Ferrari

+1 more

“best mobile medical services for weight loss and recovery in brooklyn”

1/4 platforms mentioned

Core

The High-Performance Corporate Executive · Chief Financial Officer

ChatGPT

1.W8MD

2.Semaglutide

3.Tirzepatide

4.MedLou Drips

5.Lipomino

+6 more

Claude

1.EndoSlim Clinic NY

2.modMD

3.W8MD Weight Loss & MedSpa

4.The I.V. Doc

5.Leaa Health

+3 more

Gemini

1.NutriDrip

2.Clean Market

3.Drip Hydration

4.Sollis Health

5.The IV Doc

AI Overviews

1.Drip Hydration

2.Concierge MD

3.The IV Doc

4.Vitality Health Group

5.MedLou Drips

“compare the best luxury medical concierge services for executive health physicals”

0/4 platforms mentioned

Adjacent

The High-Performance Corporate Executive · Chief Financial Officer

ChatGPT

1.Mayo Clinic

2.Cleveland Clinic

3.MD2

4.Northwestern Medicine

5.MDVIP

Claude

1.Mayo Clinic Executive Health Program

2.Johns Hopkins Executive Health Program

3.Elitra Health

4.Fountain Life

5.Next Health

+3 more

Gemini

1.WorldClinic

2.Human Longevity (Health Nucleus)

3.Sollis Health

4.Private Medical

5.Mayo Clinic Executive Health Program

AI Overviews

1.Mayo Clinic Executive Health Program

2.Cleveland Clinic Executive Health Program

3.Johns Hopkins Executive & Preventive Health

4.Mass General Brigham

5.Fountain Life

+3 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.

myconciergemd.com

modMD

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Content Ideas

Sample Conversations

Citations

Engineer content that makes AI agents recommend you

Start gettingrecommended by AI.

Frequently asked questions

modMD

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Content Ideas

Sample Conversations

Citations

Engineer content that makes AI agents recommend you

Start gettingrecommended by AI.

Frequently asked questions

Start getting
recommended by AI.

Start getting
recommended by AI.