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

Hippocratic AI

Visibility53

Vibe96

Businesses/Healthcare Technology (HealthTech)/Hippocratic AI

AI Visibility & Sentiment

Hippocratic AI

Hippocratic AI is a generative AI company building a safety-first, clinically validated large language model constellation (Polaris) specifically for the healthcare industry. Their agents provide empathetic, non-diagnostic support for patient-facing tasks, aiming to solve the global healthcare staffing shortage while maintaining rigorous safety standards through human clinical supervision and cross-validation.

Active Monitoring

hippocraticai.com

Healthcare Technology (HealthTech)Startups

AI Visibility Score

53/100

Moderate

Sentiment Score

96/100

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 Hippocratic AI today.

Hippocratic AI has successfully established itself as a top-tier authority in safety-first medical AI, frequently outranking competitors for high-intent queries regarding security and reliability on Gemini. While the brand dominates niche technical discussions, its visibility remains concentrated in core safety categories, leaving a significant vacuum in broader enterprise operational and staffing-support conversations.

Working in your favor

Securing dominant positions (often rank #1) for queries focusing on safety-first medical AI models and trust within clinical environments.

Effective brand recognition and trust-building among Enterprise IT Infrastructure leads who prioritize secure vendor selection.

Consistently high performance on Gemini for brand-specific and security-centric industry inquiries.

Gaps to close

Total absence in nursing-focused staffing and routine patient support workflows, where the brand should be a clear solution.

Negligible presence in the Medical Specialty Group Administrator persona segment, missing a key decision-maker audience.

Failure to capture interest in infrastructure-heavy queries, such as marketplaces for vetted healthtech apps or empathy-inference integration.

Opportunities

Expand content strategy to address specific nursing and administrative workflows to capture the staffing-support market.

Target the 'Medical Specialty Group Administrator' persona by producing content that bridges the gap between patient safety and operational efficiency.

Optimize for 'infrastructure' and 'marketplace' queries to ensure visibility when hospitals seek integrated ecosystems rather than standalone agents.

Highest-Impact Actions

Develop and publish clinical use-case studies specifically highlighting the impact on routine nursing tasks.

The brand is missing from nursing-workflow queries; creating content here captures a high-intent audience that is currently defaulting to competitors.

Create technical whitepapers on empathy-inference engine integration for enterprise IT infrastructure.

IT Infrastructure leads are already primed to trust the brand, but the current content lacks the architectural detail required to satisfy their search intent.

Launch targeted thought leadership campaigns aimed at Medical Specialty Group Administrators.

This persona represents a significant blind spot; demonstrating how safety-first AI aids administrative throughput will unlock a new growth channel.

Value Proposition

A safety-first architecture (Polaris Safety Constellation) that utilizes referee models to ensure medical accuracy, clinician-led model validation, and a significantly lower cost structure compared to human staffing.

Overview

Mission

To develop the first safety-focused Large Language Model (LLM) for healthcare... to dramatically improve healthcare accessibility and health outcomes in the world by bringing deep healthcare expertise to every human.

Products & Services

Polaris Safety ConstellationAI Healthcare AgentsHealthcare AI Agent App StoreEmpathy Inference EnginePolaris Constellation ArchitectureRWE-LLM (Real-World Evaluation framework)

Current State

Visibility Landscape

A high-level view of how Hippocratic 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	—
Core4q Product/service category queries	—	0	79	82
Growth Areas5q Adjacent, aspirational & visionary	—	—	31	—

Competitive Landscape

Epic22 mentions

Cerner16 mentions

Hippocratic AI11 mentions

Notable Health8 mentions

Abridge8 mentions

AWS4 mentions

GPT-44 mentions

Ada Health4 mentions

Oracle Health4 mentions

Nuance (DAX Copilot)4 mentions

Hyro3 mentions

Analysis

Insights & Recommended Actions

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

Key Findings

Strength

Securing dominant positions (often rank #1) for queries focusing on safety-first medical AI models and trust within clinical environments.

Strength

Effective brand recognition and trust-building among Enterprise IT Infrastructure leads who prioritize secure vendor selection.

Strength

Consistently high performance on Gemini for brand-specific and security-centric industry inquiries.

Recommended Actions

Develop and publish clinical use-case studies specifically highlighting the impact on routine nursing tasks.

The brand is missing from nursing-workflow queries; creating content here captures a high-intent audience that is currently defaulting to competitors.

Create technical whitepapers on empathy-inference engine integration for enterprise IT infrastructure.

IT Infrastructure leads are already primed to trust the brand, but the current content lacks the architectural detail required to satisfy their search intent.

Launch targeted thought leadership campaigns aimed at Medical Specialty Group Administrators.

This persona represents a significant blind spot; demonstrating how safety-first AI aids administrative throughput will unlock a new growth channel.

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

AI Agent Solutions For Healthcare Staffing(3 queries)

“what are the most secure healthcare ai agents for handling patient administrative tasks that won't hallucinate”

1/3 platforms mentioned

Core

Claude

1.Amazon Connect Health

2.AWS

Gemini

1.Aisera (Aisera Health)

2.AirgapAI

3.Infinitus AI

4.Epic

5.Cerner

+4 more

AI Overviews

1.Epic

2.Cerner

3.Aisera

4.LuMay SmartCall

5.Notable Health

6.Hippocratic AI

“compare leading medical ai platforms that use safety-first models for patient communication”

1/1 platforms mentioned

Core

Gemini

1.Hippocratic AI (Polaris Constellation)

2.Infinitus

3.Ada Health

4.Babylon Health

5.Abridge

+2 more

“what tools can my hospital use to help nurses with routine patient follow ups and triage”

0/1 platforms mentioned

Adjacent

Gemini

1.Infermedica

2.Sully.ai

3.Epic (MyChart)

4.Athenahealth

5.Clearstep

+10 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.

AI Agents in Healthcare Administration: Slash Costs & Denials (2025)

ampcome.com

Hippocratic AI

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 (HealthTech)

Start gettingrecommended by AI.

Frequently asked questions

Hippocratic AI

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 (HealthTech)

Start gettingrecommended by AI.

Frequently asked questions

Start getting
recommended by AI.

Start getting
recommended by AI.