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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modMD

Visibility26

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

26/100

Low

Sentiment Score

88/100

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

aspirational

AI Perception

Summary

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.

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

Agent Breakdown

AI Platforms

How often do different AI platforms reference modMD?

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Conversation Analysis

Key Topics

What conversations is modMD included in — or excluded from?

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Buyer Personas

Personas

Who does each AI platform recommend modMD to, and when?

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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

Brand Perception

What AI Really Thinks

We asked each AI platform directly about modMD to understand how they perceive the brand. These responses back up the Sentiment Score and reveal tone, accuracy, and blind spots across platforms and personas.

2Positive

2Neutral

0Negative

across 4 responses

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

ChatGPT

Neutral

“…A Los Angeles cosmetic treatment clinic operating under “modMD” branding…”

Claude

Neutral

“…Here's a comprehensive overview of modMD (modmd.com):…”

Gemini

Positive

“…modMD is a women-owned and physician-led concierge medical group…”

AI Overviews

Positive

“…modMD is a wellness and concierge medical clinic founded in 2020 by the Dabby sisters, a team of emergency medicine doctors.…”

Analysis

Key Insights

What AI visibility analysis reveals about this brand

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.

Competitive Landscape

Related Ecosystem

Related products and services that AI mentions in conversations alongside or instead of modMD

Fountain Life20 mentions

Next Health19 mentions

Sollis Health16 mentions

Beverly Hills Concierge Doctor15 mentions

Drip Hydration14 mentions

MedLou Drips8 mentions

The IV Doc8 mentions

Elitra Health8 mentions

Concierge MD LA7 mentions

Mobile IV Medics7 mentions

modMD4 mentions

Source Intelligence

Citations

Sources that AI assistants cite. Getting featured here improves visibility.

myconciergemd.com

https://www.myconciergemd.com/

Referenced in 2 queries

Review

beverlyhillsconciergedoctor.com

https://beverlyhillsconciergedoctor.com/iv-vitamin-drip-house-calls/

Referenced in 1 query

Review

infuseivhydration.com

https://www.infuseivhydration.com/

Referenced in 3 queries

Review

nextdrip.com

https://www.nextdrip.com/

Referenced in 1 query

Review

venusiv.com

https://venusiv.com/

Referenced in 1 query

Review

alluremobileiv.com

https://www.alluremobileiv.com/

Referenced in 1 query

Review

myconciergela.com

https://www.myconciergela.com/

Referenced in 1 query

Review

Venus IV

https://www.venusiv.com/

Referenced in 1 query

Review

My Concierge MD

https://myconciergemd.com/

Referenced in 1 query

Review

Beverly Hills Concierge Doctor

https://beverlyhillsconciergedoctor.com/

Referenced in 2 queries

Review

Concierge MD

https://conciergemdla.com/

Referenced in 1 query

Review

Beverly Hills Concierge Health Center

https://bhconciergehealth.com/

Referenced in 2 queries

Review

Content Engineering

Goals & Content Ideas

Ideas to help AI agents better understand the business and be more likely to use modMD's resources to help users.

Establish Authority in Los Angeles Concierge Medicine

Develop comprehensive, high-authority guides that position modMD as the definitive source for premium mobile medical services in Southern California. This content addresses the lack of educational depth that AI assistants require to recommend high-end health providers to affluent users. It focuses on bridging the gap between convenience and clinical-grade physician oversight.

The complete guide to Los Angeles concierge medicine: comparing mobile clinics, private practices, and hospital-affiliated programs.

What to look for in an IV therapy provider: a physician's checklist for safety, ingredient quality, and clinical oversight.

Why mobile medical care is replacing the traditional waiting room for busy Los Angeles executives and families.

Navigating at-home urgent care in LA: when to call a concierge doctor versus visiting an emergency room.

Create AI-Citable Resources for Longevity Science

Develop a structured repository of technical FAQs and evidence-based articles focused on the science of aging and performance optimization. By using specific medical terminology and addressing complex queries, this content allows AI agents to parse modMD's expertise in technical health sectors. This serves the high-intent audience looking for measurable health improvements through biohacking.

The science of NAD+ infusions: how cellular coenzymes impact biological aging and cognitive function according to clinical data.

A medical breakdown of peptide therapy for recovery: what the research says about BPC-157 and TB-500.

How to interpret your longevity blood panel: the five key biomarkers that actually matter for long-term health.

The real timeline for biohacking results: what to expect from red light therapy, cold plunges, and targeted supplementation.

Build AI-Citable Comparison and Sentiment Content

Produce detailed, objective comparisons and expert-led reviews that mimic the evaluation style of high-tier publications to improve brand sentiment. This strategy provides the third-party validation AI models look for when determining market position relative to competitors like Fountain Life. It highlights modMD’s unique physician-led model through transparent, evaluative frameworks.

modMD vs. Fountain Life: comparing the clinical depth and convenience of Los Angeles top longevity providers.

The best luxury wellness services in Los Angeles for 2026: an objective review of at-home medical care.

Why physician-led IV therapy matters: comparing medical-grade treatments against common retail vitamin bar experiences.

A guide to the most effective aesthetic treatments for high-stress professionals who require zero downtime.

Content Engineering

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.

Impact: High

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.

Impact: High

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.

Impact: Medium

Is this your business? We can help you improve your AI visibility.

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Data generated by Pendium.ai AI visibility scanning. Last scanned March 24, 2026.

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