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.

Roadmap Pricing

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Doctronic

Visibility47

Vibe88

Businesses/Healthcare / HealthTech/Doctronic

AI Visibility & Sentiment

Doctronic

Doctronic is an AI-powered healthcare platform that provides instant, personalized medical consultations through a proprietary multi-agent 'AI doctor' system. It offers users a free initial triage to identify potential diagnoses and provides a seamless transition to 24/7 video visits with licensed human physicians for prescriptions and referrals.

Active Monitoring

doctronic.com

Healthcare / HealthTech

AI Visibility Score

47/100

Moderate

Sentiment Score

88/100

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

aspirational

AI Perception

Key Takeaways

How AI platforms collectively perceive and describe Doctronic today.

Doctronic currently maintains a high-authority presence only when explicitly queried, while failing to penetrate the broader AI discovery landscape where patients actively seek telehealth solutions. Despite securing top-tier positions on platforms like Claude for specific medical chat queries, the brand remains largely invisible in the critical 'adjacent' and 'aspirational' search categories that drive new user acquisition.

Working in your favor

Excellent brand recognition in direct 'vibe check' queries across ChatGPT, Claude, Gemini, and AI Overviews

Top-tier performance on Claude for specific high-intent queries regarding autonomous prescription renewals and AI medical chat

Consistent positive sentiment on Gemini for comparative health platform searches

Gaps to close

Total absence in 'adjacent' search categories, including wellness management for busy professionals and on-demand video doctor visits

Failure to capture the 'Efficiency-Focused Health System Architect' persona during the consideration phase

Significant visibility deficit in AI Overviews and ChatGPT for competitive telehealth comparisons

Opportunities

Capitalize on existing authority in 'autonomous prescription renewals' to bridge the gap into broader telehealth comparisons

Optimize technical SEO content to align with the intent of wellness-obsessed digital natives looking for all-in-one health management apps

Expand AI training data footprint to ensure inclusion in 'best of' lists for on-demand medical care where competitors currently dominate

Highest-Impact Actions

Develop and deploy high-authority 'Comparison Content' specifically targeting top-of-funnel telehealth queries

Competitors like Teladoc and Doctor On Demand are capturing search intent where Doctronic is currently silent, resulting in a zero-percent mention rate in adjacent categories.

Optimize site architecture for 'On-Demand Medical Care' and 'Wellness Management' keywords

The brand is losing ground in core service categories; creating structured, AI-ready content will help secure placements in the AI Overviews that currently ignore the brand.

Launch a targeted content campaign tailored to the 'Efficiency-Focused Health System Architect' persona

This persona is actively searching for health platforms but is not encountering Doctronic in search results, representing a significant untapped segment.

Value Proposition

Doctronic utilizes a unique 'collective intelligence' architecture where hundreds of specialized AI agents debate cases to reach a consensus, making it the world's most advanced AI doctor and the first legally authorized to practice medicine independently in a U.S. regulatory sandbox.

Overview

Mission

Healthcare Without Barriers.

Products & Services

AI Consultation ChatOn-Demand TelehealthAutonomous Prescription RenewalsClinical Documentation (SOAP Notes)Integrated EHR

Current State

Visibility Landscape

A high-level view of how Doctronic performs across AI platforms, broken down by strategic priority level — from core brand queries to growth opportunities.

	ChatGPT	Claude	Gemini	AI Overviews
Reputation1q Sentiment when asked about the brand directly	50	100	100	50
“What do you know about Doctronic? What do they do and what's their reputation?”	Neutral	Positive	Positive	Neutral
Core4q Product/service category queries	36	62	69	61
“what are the best apps for getting a doctor visit over video today without waiting in a lobby”	No	No	No	No
“what are the most trusted ai health platforms for basic symptom triage and consultation”	No	No	#2	No
“recommend an ai medical chat app that can actually talk to a human doctor if i need a prescription”	#4	#1	#2	#2
“best services for fast autonomous prescription renewals that dont require a long office visit”	No	#1	#10	#1
Growth Areas3q Adjacent, aspirational & visionary	0	0	0	0
“what wellness platforms or apps should a busy professional use to track health and manage doctor appointments”	No	No	No	No
“compare the top rated telehealth companies that work well with gig economy schedules”	No	No	No	No
“can you recommend some reliable digital health apps that integrate well with my personal ehr”	No	No	No	No

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

Neutral

Positive

Neutral

“what are the best apps for getting a doctor visit over video today without waiting in a lobby”

“what are the most trusted ai health platforms for basic symptom triage and consultation”

“recommend an ai medical chat app that can actually talk to a human doctor if i need a prescription”

“best services for fast autonomous prescription renewals that dont require a long office visit”

#10

“what wellness platforms or apps should a busy professional use to track health and manage doctor appointments”

“compare the top rated telehealth companies that work well with gig economy schedules”

“can you recommend some reliable digital health apps that integrate well with my personal ehr”

Competitive Landscape

MDLive

19 mentions

Doctor On Demand

19 mentions

Amwell

18 mentions

K Health

18 mentions

Teladoc Health

16 mentions

Doctronic

15 mentions

PlushCare

14 mentions

Ada Health

13 mentions

Zocdoc

11 mentions

Buoy Health

11 mentions

Epic

10 mentions

Analysis

Insights & Recommended Actions

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

Key Findings

Strength

Excellent brand recognition in direct 'vibe check' queries across ChatGPT, Claude, Gemini, and AI Overviews

Strength

Top-tier performance on Claude for specific high-intent queries regarding autonomous prescription renewals and AI medical chat

Strength

Consistent positive sentiment on Gemini for comparative health platform searches

Recommended Actions

Develop and deploy high-authority 'Comparison Content' specifically targeting top-of-funnel telehealth queries

Competitors like Teladoc and Doctor On Demand are capturing search intent where Doctronic is currently silent, resulting in a zero-percent mention rate in adjacent categories.

Optimize site architecture for 'On-Demand Medical Care' and 'Wellness Management' keywords

The brand is losing ground in core service categories; creating structured, AI-ready content will help secure placements in the AI Overviews that currently ignore the brand.

Launch a targeted content campaign tailored to the 'Efficiency-Focused Health System Architect' persona

This persona is actively searching for health platforms but is not encountering Doctronic in search results, representing a significant untapped segment.

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

Finding On Demand Medical Care(3 queries)

“what are the best apps for getting a doctor visit over video today without waiting in a lobby”

0/4 platforms mentioned

Core

ChatGPT

1.Teladoc Health

2.Amwell

3.MDLive

4.WellNow

5.Solv

Claude

1.Doctor On Demand

2.GoodRx Care

3.MDLIVE

4.CVS (MinuteClinic Virtual Care)

Gemini

1.Doctor on Demand

2.Teladoc Health

3.Amwell

4.GoodRx Care

5.MDLIVE

+4 more

AI Overviews

1.Doctor On Demand

2.Amwell

3.Teladoc Health

4.MDLIVE

5.LiveHealth Online

+4 more

“recommend an ai medical chat app that can actually talk to a human doctor if i need a prescription”

4/4 platforms mentioned

Core

The Efficiency-Focused Health System Architect · Chief Information Officer

ChatGPT

1.K Health

2.ChatRx

3.Counsel Health

4.MedMind AI Doctor

5.Doctronic

+1 more

Claude

1.Doctronic

2.Amazon Health AI (One Medical, Amazon Pharmacy)

3.Cleveland Clinic

4.Rush University System for Health

5.Counsel Health

+1 more

Gemini

1.Counsel Health

2.Doctronic

3.Babylon Health

4.K Health

5.Curai Health

+7 more

AI Overviews

1.Counsel Health

2.Doctronic AI

3.Amazon Health AI (One Medical)

4.K Health

5.HealthTap

+1 more

“best services for fast autonomous prescription renewals that dont require a long office visit”

3/4 platforms mentioned

Core

The Efficiency-Focused Health System Architect · Chief Information Officer

ChatGPT

1.CVS (MinuteClinic, MyChart, CVS Caremark)

2.Amwell

3.Lemonaid Health

4.PlushCare

5.Nurx

+3 more

Claude

1.Doctronic

2.Doctor On Demand

3.Sesame Care

4.The CareMD

5.Optum Now

Gemini

1.CVS Pharmacy (ReadyFill, ScriptSync)

2.CenterWell Pharmacy

3.Amazon Pharmacy

4.Walmart Pharmacy (Walmart+)

5.HealthDirect Pharmacy Services

12.Doctronic

+7 more

AI Overviews

1.Sesame

2.GoodRx Care

3.MDAnywhere

4.Lemonaid Primary Care

5.PlushCare

6.Doctronic

+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.

26814703169683 24 7 Care FAQs

teladochelpcenter.zendesk.com

Doctronic

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Sample Conversations

Citations

Engineer content that makes AI agents recommend you

Start gettingrecommended by AI.

Frequently asked questions

Doctronic

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Sample Conversations

Citations

Engineer content that makes AI agents recommend you

Start gettingrecommended by AI.

Frequently asked questions

Start getting
recommended by AI.

Start getting
recommended by AI.