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

Get a demo

Joy Medical

Visibility44

Vibe88

Businesses/Healthcare/Joy Medical

AI Visibility & Sentiment

Joy Medical

Joy Medical is a primary care medical practice in Sherman Oaks, California, founded by Dr. Ali Sheybani and his wife Dr. Sheila Mahdaviani. The practice offers quality healthcare that goes beyond treating illnesses, focusing on energizing patients through science-based treatments, IV therapy, medical weight loss, and concierge medicine services.

Active Monitoring

joymedical.com

Healthcare

AI Visibility Score

44/100

Moderate

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

AI Perception

Key Takeaways

How AI platforms collectively perceive and describe Joy Medical today.

Joy Medical demonstrates moderate AI visibility with a 45/100 score, characterized by strong performance on Gemini and high rankings for direct brand searches. However, the brand suffers from a total lack of visibility on Claude and significant gaps in specialized service queries like weight loss and IV therapy.

Value Proposition

A patient-centered primary care practice that treats the whole person, not just symptoms, offering science-based medical treatments combined with energy therapies and concierge medicine privileges to help patients feel and be their best.

Overview

Mission

To offer patients quality primary care that helps maintain optimal health and provides medical services to achieve wellness in service of feeling joyful daily.

Products & Services

Primary Care & Internal MedicineMedical Weight Loss ProgramsIV & Energy TherapyConcierge Medicine MembershipFamily Physician Services

Current State

Visibility Landscape

A high-level view of how Joy Medical 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	71	31
Core Topics Product/service category queries	0	0	30	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

Healthgrades

44 mentions

One Medical

43 mentions

MDVIP

26 mentions

Zocdoc

26 mentions

Yelp

24 mentions

Parsley Health

23 mentions

Loading visibility matrix...

Analysis

Insights & Recommended Actions

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

Key Findings

Strength

High dominance on Gemini with a 65% mention rate and an average position of 2.0.

Strength

Excellent reputation management on ChatGPT and Gemini, consistently ranking #1 for searches regarding Dr. Ali Sheybani and patient experience.

Strength

Strong brand-vibe check performance, appearing as the top result for 'What do you know about Joy Medical?' across multiple platforms.

Recommended Actions

Deploy specialized service-page content targeting GLP-1 weight loss and IV therapy treatments with clear local identifiers.

The data shows 'NOT MENTIONED' results for these specific high-intent services across most primary care discovery queries.

Audit and update Joy Medical profiles on Healthgrades, Zocdoc, and Yelp to resolve the Claude visibility gap.

Claude relies heavily on established third-party data aggregators; a 0% mention rate suggests a disconnection between the brand and Claude's primary sources.

Implement Advanced Medical Schema markup for the Sherman Oaks location to improve AIOverviews inclusion.

AIOverviews visibility is currently only 12%, and structured data is a primary driver for inclusion in Google's AI-generated snapshots.

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

Local Personalized Primary Care Discovery(3 queries)

“find me a great primary care doctor in sherman oaks or encino who actually spends time with patients”

1/4 platforms mentioned

Core

Efficiency-Obsessed Tech Executive · VP of Engineering

ChatGPT

1.MDVIP

2.SignatureMD

3.Forward

4.One Medical

5.Oura

+5 more

Claude

No brands listed

Gemini

1.Oura

2.One Medical

3.Joy Medical

4.Concierge Medicine LA

5.Partner in Health

+1 more

AI Overviews

1.meridianhealthcare.net

2.Optum

3.Northern Nevada Medical Group

4.PCP For Life

5.Michigan Primary Care Partners

+7 more

“best boutique medical practices in the san fernando valley for a physical”

1/4 platforms mentioned

Core

Efficiency-Obsessed Tech Executive · VP of Engineering

ChatGPT

1.MDVIP

2.SignatureMD

3.One Medical

4.Parsley Health

5.UCLA Executive Health Program

+5 more

Claude

No brands listed

Gemini

1.Oura

2.Joy Medical

3.One Medical

4.Forward

5.Lalezari Medical Group

+2 more

AI Overviews

1.Healthgrades

2.Consumer Reports

3.Cleveland Clinic Health Essentials

4.PartnerMD

5.Dedication Health

+5 more

“who are the top family physicians near studio city for personalized care”

1/4 platforms mentioned

Core

Efficiency-Obsessed Tech Executive · VP of Engineering

ChatGPT

1.MDVIP

2.SignatureMD

3.One Medical

4.Forward

5.Zocdoc

+6 more

Claude

No brands listed

Gemini

1.Oura

2.One Medical

3.Joy Medical

4.My Concierge MD

5.Private Medical

+2 more

AI Overviews

1.Healthgrades

2.Zocdoc

3.Blue Cross Blue Shield

4.Forbes

5.UnitedHealthcare

+4 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.

Better Business Bureau (BBB)

bbb.org

Web1 ref

FDA

fda.gov

Gov1 ref

ClinicalTrials.gov

clinicaltrials.gov

Gov1 ref

JOY MD Reviews 35

trustpilot.com

Web1 ref

About Us - Joy Medical - Sherman Oaks, Los Angeles

joymedical.com

Web1 ref

About Us - Learn About JOY MD

joymd.com

Web1 ref

JOY MEDICAL - Updated February 2026 - 34 ...

yelp.com

Web1 ref

Joy Medical

linkedin.com

Social1 ref

meridianhealthcare.net

Web1 ref

7 Signs of a Great Primary Care Physician - Meridian HealthCare

meridianhealthcare.net

Web1 ref

7 signs you have a good doctor | Optum

east.optum.com

Web1 ref

How to Choose The Right Primary Care Physician for You

nnmg.com

Web1 ref

Top 5 Skills Primary Care Physicians Should Have

pcpforlife.com

Web1 ref

How to Find a Great Primary Care Doctor: 6 Key Tips

michiganprimarycarepartners.com

Web1 ref

Qualities to Look for in a PCP - Intercoastal Medical Group

intercoastalmedical.com

Web1 ref

Competitive Landscape

Brands and products that AI platforms mention alongside or instead of Joy Medical.

Healthgrades44 mentions

One Medical43 mentions

Joy Medical39 mentions

MDVIP26 mentions

Zocdoc26 mentions

Yelp24 mentions

Parsley Health23 mentions

SignatureMD21 mentions

Forward21 mentions

Google Maps18 mentions

Oura18 mentions

Brand Identity

Brand Voice & Style

How AI perceives Joy Medical's communication style and personality

Joy Medical communicates with a warm, caring, and optimistic tone that emphasizes patient well-being and the joy of healthy living. The brand voice is professional yet approachable, using language that conveys medical expertise while remaining accessible and reassuring. There's an emphasis on positivity, empowerment, and the transformative potential of quality healthcare. The communication style is patient-focused, highlighting personalized care and the practice's commitment to helping patients achieve their best lives.

Core Tone Traits

Warm & Caring

Emphasizes compassion, patient comfort, and genuine concern for well-being

Optimistic & Uplifting

Focuses on positive outcomes, joy, and the potential for patients to feel their best

Professional & Trustworthy

Conveys medical expertise and board-certified credentials while remaining accessible

Patient-Centered

Consistently puts patient needs first, emphasizing personalized, whole-person care

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.