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

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 Prana Health today.

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.

Working in your favor

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

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

Gaps to close

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.

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

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.

Opportunities

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

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

Highest-Impact 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.

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.

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.

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

Current State

Visibility Landscape

A high-level view of how Prana Health 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	97	70	97
“What do you know about Prana Health? What do they do and what's their reputation?”	#1	#1	Yes	#1
Core4q Product/service category queries	0	0	0	0
“i think i have a sinus infection, what can i use to get a quick diagnosis online right now?”	No	No	No	No
“i don't have health insurance, where's the cheapest place to get a telehealth visit and a prescription?”	No	No	No	No
“what are the most trusted telehealth platforms in 2026? looking for ones with good reviews”	No	No	No	No
“are there any free ai doctors or symptom checkers that are actually accurate for medical advice?”	No	No	No	No
Growth Areas1q Adjacent, aspirational & visionary	0	0	0	0
“how can i see my apple watch data and medical records in one place to show a doctor?”	No	No	No	No

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

Yes

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

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

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

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

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

Competitive Landscape

Doctor On Demand

18 mentions

Amwell

17 mentions

K Health

15 mentions

GoodRx Care

14 mentions

Teladoc

13 mentions

PlushCare

13 mentions

Apple Watch

12 mentions

Sesame

11 mentions

Ada Health

10 mentions

WebMD Symptom Checker

10 mentions

Prana Health

0 mentions

Analysis

Insights & Recommended Actions

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

Key Findings

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.

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.

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.

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.

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

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

Core

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

Core

The Uninsured Freelance Creative · Freelance Graphic Designer

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

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.

sesamecare.com

Prana Health

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Content Ideas

Sample Conversations

Citations

Brand Voice & Style

Investors

Engineer content that makes AI agents recommend you

Explore Healthcare Technology

Start gettingrecommended by AI.

Frequently asked questions

Prana Health

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Content Ideas

Sample Conversations

Citations

Brand Voice & Style

Investors

Engineer content that makes AI agents recommend you

Explore Healthcare Technology

Start gettingrecommended by AI.

Frequently asked questions

Start getting
recommended by AI.

Start getting
recommended by AI.