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

Bot MD

Visibility21

Vibe100

Businesses/Healthcare Technology/Bot MD

AI Visibility & Sentiment

Bot MD

Bot MD is a healthcare technology company that provides AI-powered solutions for medical professionals. The company develops chatbot and automation tools designed to streamline clinical workflows and improve healthcare communication.

Active Monitoring

botmd.io/en

Healthcare Technology Startups

AI Visibility Score

21/100

Low

Sentiment Score

100/100

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 Bot MD today.

Bot MD is currently a niche leader in the private practice sector, securing premier top-of-page rankings on Claude and Gemini for specialized workflow automation queries. However, the brand faces a critical visibility crisis among enterprise decision-makers and is effectively non-existent on ChatGPT and Google AI Overviews, where legacy giants like Epic and Cerner dominate the conversation.

Working in your favor

Secured #1 rankings on Claude and Gemini for high-intent queries regarding clinical workflow automation and medical communication tools.

Strong resonance with the 'Efficient Private Practice Lead' persona, achieving a 31% mention rate and an impressive average position of 1.3.

Maintains a perfect sentiment score across all platforms when mentioned, indicating a highly positive brand perception in the AI training sets.

Gaps to close

Total lack of visibility (0%) within ChatGPT and AI Overviews, which are the primary discovery engines for healthcare technology research.

Complete failure to capture the 'Enterprise CMIO' and 'Technical Health-IT Architect' personas, leaving the brand out of high-value institutional procurement discussions.

Severe underperformance on 'trusted healthcare technology' queries, where legacy EHR providers like Epic and Cerner currently hold an unchallenged monopoly.

Opportunities

Capitalize on the existing momentum in Claude and Gemini by expanding content around 'AI healthcare chatbots for medical staff' to bridge the gap into enterprise searches.

Exploit the weakness of legacy competitors in 'automation efficiency' by positioning Bot MD as the agile integration layer that works on top of Epic and Cerner.

Increase technical footprint to appeal to IT Architects by publishing interoperability case studies that AI models can ingest and cite.

Highest-Impact Actions

Execute a ChatGPT-specific optimization campaign focused on technical documentation and integration capabilities.

A 0% mention rate on the world's most used AI platform is a critical failure point that prevents Bot MD from entering the consideration set for new buyers.

Develop and distribute high-authority white papers targeting the 'Enterprise CMIO' persona, specifically focusing on ROI in hospital-wide automation.

The data shows zero enterprise visibility; targeting this persona is essential for moving beyond small private practices into lucrative institutional contracts.

Optimize web properties for Google AI Overviews by using structured data and clear, authoritative answers to 'how-to' clinical workflow questions.

With 0% visibility in AI Overviews, the brand is losing significant top-of-funnel traffic from users searching for modernizing medical communication.

Value Proposition

AI-powered healthcare assistant technology that helps medical professionals streamline workflows and improve patient care through intelligent automation.

Overview

Mission

Empowering healthcare professionals with AI technology to improve clinical efficiency and patient outcomes.

Products & Services

AI Healthcare ChatbotsClinical Workflow AutomationMedical Communication Tools

Current State

Visibility Landscape

A high-level view of how Bot MD 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
“What do you know about Bot MD? What do they do and what's their reputation?”	#1	#1	#1	#1
Core2q Product/service category queries	0	62	96	0
“i want to setup an AI healthcare chatbot for my medical staff to access clinical info faster, what should I use”	—	No	#1	No
“what are the best clinical workflow automation tools for a busy medical practice”	No	#1	#2	No
Growth Areas3q Adjacent, aspirational & visionary	0	50	0	0
“help me find ways to automate doctor workflows so they spend less time on charts and paperwork”	No	No	No	No
“who are the most trusted healthcare technology companies for clinical automation in 2026”	No	No	No	No
“how can i use medical communication tools to speed up patient triage and care team coordination”	—	#1	No	No

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

“i want to setup an AI healthcare chatbot for my medical staff to access clinical info faster, what should I use”

—

“what are the best clinical workflow automation tools for a busy medical practice”

“help me find ways to automate doctor workflows so they spend less time on charts and paperwork”

“who are the most trusted healthcare technology companies for clinical automation in 2026”

“how can i use medical communication tools to speed up patient triage and care team coordination”

—

Competitive Landscape

Epic

28 mentions

Cerner

28 mentions

Nuance DAX

16 mentions

athenahealth

12 mentions

Augmedix

12 mentions

Epic Systems

10 mentions

Nuance

9 mentions

UiPath

9 mentions

Phreesia

9 mentions

Suki AI

9 mentions

Bot MD

4 mentions

Analysis

Insights & Recommended Actions

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

Key Findings

Strength

Secured #1 rankings on Claude and Gemini for high-intent queries regarding clinical workflow automation and medical communication tools.

Strength

Strong resonance with the 'Efficient Private Practice Lead' persona, achieving a 31% mention rate and an impressive average position of 1.3.

Strength

Maintains a perfect sentiment score across all platforms when mentioned, indicating a highly positive brand perception in the AI training sets.

Recommended Actions

Execute a ChatGPT-specific optimization campaign focused on technical documentation and integration capabilities.

A 0% mention rate on the world's most used AI platform is a critical failure point that prevents Bot MD from entering the consideration set for new buyers.

Develop and distribute high-authority white papers targeting the 'Enterprise CMIO' persona, specifically focusing on ROI in hospital-wide automation.

The data shows zero enterprise visibility; targeting this persona is essential for moving beyond small private practices into lucrative institutional contracts.

Optimize web properties for Google AI Overviews by using structured data and clear, authoritative answers to 'how-to' clinical workflow questions.

With 0% visibility in AI Overviews, the brand is losing significant top-of-funnel traffic from users searching for modernizing medical communication.

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

Improving Clinical Workflow Efficiency(2 queries)

“help me find ways to automate doctor workflows so they spend less time on charts and paperwork”

0/4 platforms mentioned

Adjacent

ChatGPT

1.Epic

2.SmartPhrases

3.Cerner

4.PowerPlans

5.athenahealth

+34 more

Claude

1.Nuance DAX

2.Nabla Copilot

3.Suki AI

4.Abridge

5.Epic

+13 more

Gemini

1.Nuance Dragon Medical One

2.MModal

3.3M

4.AdvancedMD

5.athenahealth

+9 more

AI Overviews

1.Sunoh.ai

2.Freed AI

3.Nuance DAX

4.Epic

5.Meditech

+15 more

“what are the best clinical workflow automation tools for a busy medical practice”

0/4 platforms mentioned

Core

The Enterprise CMIO · Chief Medical Information Officer

ChatGPT

1.Nuance DAX

2.Suki AI

3.Augmedix

4.Abridge

5.UiPath

+22 more

Claude

1.Nuance DAX

2.Epic

3.Cerner

4.Augmedix

5.Microsoft Healthcare Cloud

+6 more

Gemini

1.Nuance DAX

2.Dragon Ambient eXperience

3.Epic

4.Cerner

5.Microsoft Azure Health Bot

+17 more

AI Overviews

1.Keragon

2.Athenahealth

3.DrChrono

4.Zenphi

5.Nutrient Workflow

+9 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.

Nutrient Workflow

nutrient.io

Bot MD

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

Bot MD

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.