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.

Businesses/Healthcare Technology/Lotus Health AI

AI Visibility & Sentiment

Lotus Health AI

Lotus Health AI is a free, AI-powered primary care platform that puts 1,000 doctors in your pocket. The platform combines artificial intelligence with real medical expertise to provide 24/7 health assessments, free prescriptions, and consolidated medical records, making world-class healthcare accessible to everyone.

Active Monitoring

Healthcare Technology

AI Visibility Score

47/100

Moderate

Sentiment Score

70/100

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 Lotus Health AI today.

Lotus Health AI shows strong brand-specific recognition with high rankings in direct trust and reputation queries, but suffers from nearly zero visibility in broader healthcare category searches. While AI models identify the brand when prompted by name, they fail to suggest it as a solution for high-intent user problems such as symptom triage or affordable care.

Working in your favor

Excellent performance in branded queries across ChatGPT, Claude, and Gemini, frequently securing the #1 position for 'legitimacy' and 'brand vibe' checks.

High relevance in direct comparison queries against established competitors like K Health and 98point6.

Strong performance with Enterprise Decision Makers (avg pos 1.3) when the brand is already under consideration.

Gaps to close

Zero visibility in 'Navigating Healthcare Costs and Accessibility' category; missing 12/12 tested queries for free or affordable care.

Completely absent from 'Immediate Medical Support and Triage' results, allowing competitors like K Health and Teladoc to capture users seeking urgent help for rashes or pain.

Total lack of presence in 'Health Data Management' queries, failing to appear for users looking to organize medical records.

Opportunities

Optimize for non-branded discovery by creating long-form, authoritative content around 'uninsured doctor visits' and 'affordable prescription refills'.

Improve AIOverview visibility, which currently lags behind LLMs at 25% mention rate, by utilizing structured data to define specific service capabilities.

Address the 'mixed sentiment' reported across platforms by proactively publishing case studies or user testimonials to improve qualitative LLM training data.

Highest-Impact Actions

Develop and index a comprehensive 'Problem-Solution' content library targeting non-branded medical queries.

Lotus is currently invisible to users searching for solutions rather than brands; capturing 'stomach pain' or 'affordable care' queries is essential for top-of-funnel growth.

Implement detailed HealthcareService Schema.org markup to explicitly define services like telehealth, triage, and record management.

AIOverviews and LLMs rely on structured data to categorize companies; this will help bridge the gap in category-specific mentions where the brand is currently missing.

Audit and improve public sentiment by targeting Reddit and industry review sites mentioned in tested queries.

Specific queries like 'lotus health ai reviews reddit 2026' show that LLMs are scraping these sources; mixed sentiment here directly lowers the brand's overall trust score.

Overview

Mission

World-class primary care that's completely free, available 24/7, powered by AI trained on the latest medical research and clinical guidelines, with support from real doctors—making quality healthcare accessible to everyone regardless of their financial situation.

Current State

Visibility Landscape

A high-level view of how Lotus Health AI 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	97	97
Core9q Product/service category queries	50	50	50	41
Growth Areas2q Adjacent, aspirational & visionary	0	0	0	0

Competitive Landscape

K Health43 mentions

Lotus Health AI43 mentions

Teladoc35 mentions

GoodRx Care30 mentions

GoodRx28 mentions

PlushCare26 mentions

Apple Health25 mentions

Amwell22 mentions

Amazon Clinic21 mentions

Epic21 mentions

MyChart20 mentions

Analysis

Insights & Recommended Actions

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

Key Findings

Strength

Excellent performance in branded queries across ChatGPT, Claude, and Gemini, frequently securing the #1 position for 'legitimacy' and 'brand vibe' checks.

Strength

High relevance in direct comparison queries against established competitors like K Health and 98point6.

Strength

Strong performance with Enterprise Decision Makers (avg pos 1.3) when the brand is already under consideration.

Recommended Actions

Develop and index a comprehensive 'Problem-Solution' content library targeting non-branded medical queries.

Lotus is currently invisible to users searching for solutions rather than brands; capturing 'stomach pain' or 'affordable care' queries is essential for top-of-funnel growth.

Implement detailed HealthcareService Schema.org markup to explicitly define services like telehealth, triage, and record management.

AIOverviews and LLMs rely on structured data to categorize companies; this will help bridge the gap in category-specific mentions where the brand is currently missing.

Audit and improve public sentiment by targeting Reddit and industry review sites mentioned in tested queries.

Specific queries like 'lotus health ai reviews reddit 2026' show that LLMs are scraping these sources; mixed sentiment here directly lowers the brand's overall trust score.

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

Navigating Healthcare Costs And Accessibility(3 queries)

“how can i see a doctor for free without health insurance”

0/4 platforms mentioned

Adjacent

ChatGPT

1.HRSA Health Center

2.National Association of Free & Charitable Clinics

3.Medicaid

4.healthcare.gov

5.988

Claude

1.HRSA

2.National Association of Free & Charitable Clinics

3.Planned Parenthood

4.CVS MinuteClinic

5.Walgreens Healthcare Clinic

+3 more

Gemini

1.National Association of Free and Charitable Clinics

2.Mayo Clinic

3.Rutgers Health

4.UCLA Health

5.Planned Parenthood

+7 more

AI Overviews

1.National Association of Free & Charitable Clinics

2.Call-On-Doc

“find me an affordable way to get a basic prescription refill online”

0/4 platforms mentioned

Core

ChatGPT

1.CVS

2.Walgreens

3.Rite Aid

4.Walmart Pharmacy

5.Kroger Pharmacy

+17 more

Claude

1.Blink Health

2.GoodRx

3.Amazon Pharmacy

4.Mark Cuban Cost Plus Drug Company

5.Lemonaid Health

+4 more

Gemini

1.Amazon Clinic

2.Sesame

3.GoodRx Care

4.GoodRx

5.Lemonaid Health

+12 more

AI Overviews

1.Doctor On Demand

2.Call-On-Doc

3.GoodRx Care

4.Walmart Pharmacy

5.Walmart

“cheapest primary care options for someone in between jobs”

0/4 platforms mentioned

Adjacent

ChatGPT

1.Medicaid

2.HealthCare.gov

3.Covered California

4.NY State of Health

5.HRSA

+14 more

Claude

1.HRSA

2.Paladina Health

3.One Medical

4.Forward

5.CVS MinuteClinic

+10 more

Gemini

1.HRSA

2.NAFC

3.Sesame Care

4.Amazon Clinic

5.GoodRx Care

+11 more

AI Overviews

1.Marketplace

2.COBRA

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.

HRSA Health Center Locator

findahealthcenter.hrsa.gov

Gov1 ref

National Association of Free & Charitable Clinics Finder

nafcclinics.org

Web1 ref

Medicaid and CHIP Coverage

healthcare.gov

Gov1 ref

NAFC Official Website

nafcclinics.org

Web1 ref

HRSA.gov

hrsa.gov

Gov1 ref

Sesame Care

sesamecare.com

Web1 ref

Amazon Clinic

clinic.amazon.com

Web1 ref

Call-On-Doc

callondoc.com

Web1 ref

HRSA Health Center Finder

findahealthcenter.hrsa.gov

Gov1 ref

NAFC Find a Clinic

nafcclinics.org

Web1 ref

FreeClinics.com

freeclinics.com

Web1 ref

ClinicalTrials.gov

clinicaltrials.gov

Gov1 ref

HealthCare.gov

healthcare.gov

Gov1 ref

211.org

Web1 ref

Free Clinics Directory

freeclinicsdirectory.org

Web1 ref

Brand Identity

Brand Voice & Style

How AI perceives Lotus Health AI's communication style and personality

Lotus Health AI communicates with a warm, empathetic tone that balances medical authority with genuine accessibility. The brand voice is mission-driven and passionate about fixing broken healthcare, using clear and simple language to demystify complex medical topics. There's an underlying urgency conveyed through powerful statements like 'Because your life depends on it,' while maintaining a hopeful, empowering message that puts patients in control of their health journey.

Core Tone Traits

Empathetic & Patient-Centered

Always puts the patient first, acknowledging healthcare frustrations while offering hope

Trustworthy & Credible

Backed by real doctors, leading institutions, and healthcare trailblazers

Mission-Driven & Bold

Unafraid to call out broken healthcare systems while championing change

Accessible & Clear

Makes complex medical concepts simple and approachable for everyone

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 3, 2026.

Lotus Health AI

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Content Ideas

Sample Conversations

Citations

Brand Voice & Style

Engineer content that makes AI agents recommend you

Start getting
recommended by AI.

Frequently asked questions

Lotus Health AI

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Content Ideas

Sample Conversations

Citations

Brand Voice & Style

Engineer content that makes AI agents recommend you

Start gettingrecommended by AI.

Frequently asked questions

Start getting
recommended by AI.