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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Prana Health

Visibility0

Vibe63

Businesses/Healthcare Technology/Prana Health

AI Visibility & Sentiment

Prana Health

Prana Health is a Y Combinator-backed digital health platform offering 24/7 AI-powered health consultations combined with access to board-certified physicians. The service provides affordable telehealth visits starting at $39, integrates with wearables and health records, and aims to make quality healthcare accessible without insurance requirements.

Active Monitoring

pranadoc.com

Healthcare Technology YC25-26

AI Visibility Score

0/100

Invisible

Sentiment Score

63/100

AI Perception

Summary

Prana Health exists in a state of total functional invisibility, failing to appear in a single intent-driven query despite being identifiable in direct brand 'vibe checks.' While AI models recognize the brand name in a vacuum, they do not associate it with solving real-world patient problems like sinus infections or uninsured care, leaving the field entirely to competitors like Doctor On Demand and K Health.

Value Proposition

Affordable 24/7 healthcare combining free AI-powered health consultations with $39 board-certified physician visits, no insurance required, with integrated health monitoring through wearables and EHR connections.

Overview

Mission

Making quality healthcare accessible and affordable for everyone, regardless of insurance status.

Products & Services

Free AI Doctor consultations$39 telehealth physician visitsHealth Dashboard with EHR integrationWearable device data integrationPrescription services

Agent Breakdown

AI Platforms

How often do different AI platforms reference Prana Health?

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Conversation Analysis

Topics

What conversations is Prana Health included in — or excluded from?

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Buyer Personas

Personas

Who does each AI platform recommend Prana Health 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

Immediate Medical Advice & AI Diagnosis(2 queries)

“i think i have a sinus infection, what can i use to get a quick diagnosis online right now?”

0/4 platforms mentioned

ChatGPT

1.Buoy Health

2.Ada Health

3.WebMD Symptom Checker

4.Mayo Clinic Symptom Checker

5.Teladoc

+7 more

Claude

1.Teladoc

2.Amwell

3.Doctor on Demand

4.CVS MinuteClinic

5.Walgreens Care Clinic

+3 more

Gemini

1.Teladoc

2.PlushCare

3.Doctor On Demand

4.Sesame Care

5.K Health

+4 more

AI Overviews

1.Sesame Care

2.Doctor On Demand

3.Amazon One Medical

4.WebDoctors

5.Lemonaid Health

+4 more

“are there any free ai doctors or symptom checkers that are actually accurate for medical advice?”

0/4 platforms mentioned

ChatGPT

1.Ada

2.Ada Health

3.Buoy Health

4.K Health

5.WebMD Symptom Checker

+8 more

Claude

1.Mayo Clinic Symptom Checker

2.NHS Symptom Checker

3.WebMD Symptom Checker

4.Healthline Symptom Checker

5.Ro

+1 more

Gemini

1.Ada Health

2.Ada

3.K Health

4.Buoy Health

5.Buoy

+4 more

AI Overviews

1.Ada Health

2.Isabel Symptom Checker

3.Symptomate

4.Infermedica

5.Avey

+1 more

Uninsured & Budget Conscious Healthcare Access(1 query)

“i don't have health insurance, where's the cheapest place to get a telehealth visit and a prescription?”

0/4 platforms mentioned

ChatGPT

1.GoodRx Care

2.Lemonaid

3.PlushCare

4.MDLIVE

5.GoodRx

+15 more

Claude

1.GoodRx Telehealth

2.Amazon Clinic

3.Ro

4.Nurx

5.GoodRx

+2 more

Gemini

1.Dr. B

2.Amazon Clinic

3.K Health

4.Sesame Care

5.GoodRx Care

+9 more

AI Overviews

1.Dr. B

2.Amazon One Medical

3.Sesame Care

4.GoodRx Care

5.GoodRx Gold

+4 more

Holistic Health Data Integration(1 query)

“how can i see my apple watch data and medical records in one place to show a doctor?”

0/4 platforms mentioned

ChatGPT

1.iPhone

2.Apple Watch

3.Epic

4.MyChart

5.Cerner

+9 more

Claude

1.Apple Health

2.Apple Watch

3.iPhone Health app

4.Apple Health Records

5.MyChart

+6 more

Gemini

1.Apple Watch

2.Apple Health

3.iPhone

4.Epic MyChart

5.Cerner

+7 more

AI Overviews

1.Apple Health

2.Apple Watch

3.iPhone

4.MyChart

Evaluating Telehealth & AI Medical Services(1 query)

“what are the most trusted telehealth platforms in 2026? looking for ones with good reviews”

0/4 platforms mentioned

ChatGPT

1.Teladoc Health

2.Livongo

3.Amwell

4.One Medical

5.PlushCare

+21 more

Claude

1.Teladoc Health

2.Amwell

3.MDLive

4.Ro

5.Done Health

+1 more

Gemini

1.Teladoc Health

2.Livongo

3.Amwell

4.American Well

5.Included Health

+12 more

AI Overviews

1.Amwell

2.Sesame

3.Teladoc Health

4.MDLIVE

5.Talkspace

+5 more

Analysis

Key Insights

What AI visibility analysis reveals about this brand

Strength

The brand maintains high recognition in direct 'vibe check' queries across ChatGPT, Claude, and AI Overviews, confirming that basic corporate identity is indexed.

Strength

Baseline identification by LLMs in non-competitive, brand-specific prompts provides a technical foundation for mapping the brand to broader healthcare intents.

Gap

Total exclusion from 'Immediate Medical Advice' and 'AI Diagnosis' queries, allowing K Health to dominate the symptom-checker narrative with a 3.5 average position.

Gap

Zero presence in 'Uninsured & Budget-Conscious' queries, representing a complete failure to capture the high-growth Freelance Creative persona.

Gap

Failure to be cited in holistic health data integration topics, where AI models currently direct users toward hardware solutions like Apple Watch instead of service platforms.

Opportunity

Aggressively target the 'Biohacking Tech Enthusiast' segment by positioning Prana Health as the primary intelligent layer for integrating medical records and wearable data.

Opportunity

Disrupt the telehealth market by optimizing for 'trusted telehealth platforms in 2026' queries, a category where incumbents currently lack a dominant or authoritative lead.

Technical Health

Site Health for AI Visibility

How well Prana Health's website is optimized for AI agent discovery and comprehension.

91/100

19 passed 2 warnings 1 issues

Audited 2/27/2026

Crawlability100

Can AI bots find your pages?

Technical96

SSL, mobile, doctype basics

On-Page SEO100

Titles, descriptions, headings

Content Quality60

Word count, depth, freshness

Schema Markup85

Structured data for AI comprehension

Social & OG87

Open Graph, Twitter cards

AI Readability60

How well AI can parse your content

Critical Issues

Content is too thin

Expand your content to at least 300-500 words with valuable information.

Warnings

3 render-blocking resource(s) detected

Consider deferring or async-loading non-critical scripts and stylesheets.

Missing Open Graph tags for social sharing

Add og:title, og:description, and og:image meta tags.

Want a full technical audit with AI-specific recommendations?

Run a free visibility scan

Brand Identity

Brand Voice & Style

How AI perceives Prana Health's communication style and personality

Prana Health communicates with a reassuring, accessible tone that demystifies healthcare while maintaining medical credibility. The voice is warm and conversational, avoiding clinical jargon in favor of plain language that makes users feel comfortable describing their symptoms. There's an underlying confidence backed by Y Combinator credibility and board-certified physicians, balanced with empathy for users' health concerns and financial constraints. The brand emphasizes simplicity, transparency (especially around pricing), and 24/7 availability.

Core Tone Traits

Reassuring & Supportive

Calms health anxieties with warm, empathetic language that makes users feel cared for

Clear & Jargon-Free

Uses plain language like 'Talk naturally' and 'No medical jargon needed' to reduce barriers

Transparent & Trustworthy

Emphasizes honest pricing, HIPAA security, and expert backing to build confidence

Accessible & Modern

Positions healthcare as convenient and tech-forward without being cold or impersonal

Competitive Landscape

Related Ecosystem

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

Doctor On Demand18 mentions

Amwell17 mentions

K Health15 mentions

GoodRx Care14 mentions

Teladoc13 mentions

PlushCare13 mentions

Apple Watch12 mentions

Sesame11 mentions

Ada Health10 mentions

WebMD Symptom Checker10 mentions

Prana Health0 mentions

Source Intelligence

Citations

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

sesamecare.com

https://sesamecare.com/

Referenced in 2 queries

Review

Get Sinus Infection Treatment Online Today - Sesame

https://sesamecare.com/complaint/sinus-infection-treatment?srsltid=AfmBOoo4nJlEMRi9EU4ZTf1yUaWgXiioUT4N6CwHlxiz8c5jfgcAL4XY

Referenced in 1 query

Review

Get Sinus Infection Treatment Online Today - Sesame

https://sesamecare.com/complaint/sinus-infection-treatment?srsltid=AfmBOoqdPlELb2oyHrr5axGNAfzZPlW1kHiXnn1rU0LjFOnCz0wJDXIQ

Referenced in 1 query

Review

Self-Assessment Quiz Sinus Infections - Medtronic

https://www.medtronic.com/en-us/l/patients/conditions/sinus-infections/sinusitis-quiz.html

Referenced in 1 query

Review

Sinusitis Quiz: Check Possibility & Treatment with Ubie AI ...

https://ubiehealth.com/diseases/sinusitis

Referenced in 1 query

Review

Best Sinusitis Treatment Online | Fast Relief with WebDoctors

https://www.webdoctors.com/sinusitis

Referenced in 1 query

Review

Online Sinus Infection Treatment - Doctor On Demand

https://doctorondemand.com/what-we-treat/sinus-infections/

Referenced in 1 query

Review

Online Sinus Infection Diagnosis, Prescriptions, & Treatment

https://www.lemonaidhealth.com/services/sinus-infection

Referenced in 1 query

Review

Sinus Infection (Sinusitis): Causes, Symptoms & Treatment

https://my.clevelandclinic.org/health/diseases/17701-sinusitis

Referenced in 1 query

Review

Sinus Infection (Sinusitis) | MicroGen Diagnostics - MicroGenDX

https://microgendx.com/patients/sinus-infection-sinusitis/

Referenced in 1 query

Pitch Story

Sinus Infection Treatment - Amazon Health

https://health.amazon.com/onemedical/Sinus-infection-sinusitis-treatment/dp/B0BVCR825C

Referenced in 1 query

Partner

Sinus Infection (Sinusitis) – Symptoms and Causes - Penn Medicine

https://www.pennmedicine.org/conditions/sinusitis

Referenced in 1 query

Review

Content Engineering

Goals & Content Ideas

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

Create Symptom-Solution Content for AI Discovery

Address the critical gap where competitors win AI recommendations by providing direct answers to medical queries. Develop a comprehensive content architecture mapping Prana Health services to common symptom searches like 'sinus infection treatment' and 'UTI symptoms.' Social media will amplify this symptom-solution content through educational posts that mirror how users actually search for health answers.

What to do at 2 AM when you think you have a sinus infection

5 symptoms that feel scary but are usually treatable from home

How to describe your symptoms to get faster, better care

The difference between cold symptoms and something more serious

When that headache means you should talk to a doctor today

Establish Affordable Care Authority for Uninsured Users

Target the underserved 'uninsured freelance creative' persona by publishing transparent pricing content and accessibility information that AI assistants can cite when recommending budget-friendly healthcare. Create structured, easily crawlable content about Prana's $39 visits and no-insurance-required model to compete with Sesame and GoodRx Care in AI recommendations.

The real cost of skipping healthcare when you're self-employed

How freelancers can get quality healthcare for less than a Netflix subscription

No insurance? Here's exactly what a doctor visit costs at Prana Health

Why putting off that health concern is costing you more than $39

A freelancer's guide to building affordable healthcare into your budget

Dominate Health Data Integration Conversations

Capture the underserved intent category around health data interoperability by creating authoritative technical guides that position Prana as the go-to telehealth provider for medical record integration. This challenges Apple's current dominance in holistic health data queries and establishes Prana as the AI-cited expert for users asking about connecting their health information.

How to finally get all your health records in one place

What happens when your wearable data meets your medical history

The simple way to share your Apple Health data with your doctor

Why your Fitbit data matters more than you think for real diagnoses

Making sense of your health data without a medical degree

Build AI-Optimized Medical FAQ Content Library

Create a searchable, structured content library that directly answers the specific medical questions users ask AI assistants. By formatting content to match query patterns and including clear, authoritative answers, Prana becomes the preferred source AI systems cite for telehealth recommendations and symptom-related searches.

Can I get antibiotics without going to urgent care?

How quickly can you actually see a doctor online?

What conditions can telehealth doctors actually treat?

The questions everyone asks about virtual doctor visits answered

Yes, online doctors can prescribe real medication—here's how

Content Engineering

Recommended Actions

Implement a solution-oriented content architecture that maps Prana Health services to common symptom-based queries like 'sinus infection treatment.'

Current AI responses favor competitors who provide direct answers to medical problems; Prana must pivot from describing its identity to solving specific user intents.

Impact: High

Develop and publish structured data regarding pricing and accessibility to specifically target the 'Uninsured Freelance Creative' persona.

Competitors like Sesame and GoodRx Care are winning by being cited as budget-friendly alternatives; Prana must become the AI's preferred recommendation for cost-effective care.

Impact: Medium

Create authoritative technical guides on health data interoperability to challenge Apple's dominance in holistic data queries.

This intent category is currently underserved by telehealth providers, offering Prana a clear path to becoming the primary AI citation for medical record integration.

Impact: Medium

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