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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Taxo

Visibility32

Vibe62

Businesses/Healthcare Technology/Taxo

AI Visibility & Sentiment

Taxo

Taxo is a healthcare technology company that provides AI-powered solutions to streamline healthcare administration. Their proprietary language model, Apex™, is specifically engineered for the healthcare domain, enabling fast and accurate data extraction and reasoning to help healthcare organizations focus on patient care rather than administrative burden.

Active Monitoring

taxo.ai

Healthcare Technology

AI Visibility Score

32/100

Low

Sentiment Score

62/100

Score by Reach

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 Taxo today.

Taxo is currently suffering from a 'discovery vacuum,' surfacing only when name-dropped or compared to specific niche models like Apex while remaining completely invisible in broad category searches for healthcare automation. Despite a perfect positioning score when it does appear, the brand's failure to register in high-intent queries regarding revenue cycle management and clinician burnout allows legacy incumbents like Cerner and Epic to dominate the AI-driven narrative.

Value Proposition

AI-powered healthcare administration automation that allows organizations to focus on patient care instead of paperwork, backed by enterprise-grade security with HIPAA compliance and SOC2 Type II certification.

Overview

Mission

Focus on patient care, not healthcare administration.

Products & Services

Apex™ proprietary healthcare language modelHealthcare data extraction and reasoning engineAdministrative automation for payersAdministrative automation for providersHIPAA-compliant AI processing

Current State

Visibility Landscape

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

	ChatGPT	Claude	Gemini	AI Overviews
Reputation Brand recognition & direct queries	31	21	38	38
Core Topics Product/service category queries	0	0	0	0
Growth Areas Adjacent, aspirational & visionary	—	—	—	—

ChatGPT

Claude

Gemini

AI Overviews

Reputation

Brand recognition & direct queries

Core Topics

Product/service category queries

Growth Areas

Adjacent, aspirational & visionary

—

Competitive Landscape

Cerner

56 mentions

Epic

50 mentions

Optum

44 mentions

Change Healthcare

37 mentions

Waystar

35 mentions

Nuance

30 mentions

Loading visibility matrix...

Analysis

Insights & Recommended Actions

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

Key Findings

Strength

Excellent rank performance on Gemini and Google AI Overviews where the brand achieves an average position of 1.0 during successful mentions.

Strength

Strong brand-name recognition in direct 'vibe check' queries across all four major AI platforms.

Strength

Successfully associated with specialized healthcare language models when specifically compared to the Apex platform.

Recommended Actions

Execute a targeted 'Category-Association' content strategy focused on administrative automation and doctor burnout.

Taxo is currently ignored in 100% of searches for workflow automation, the primary pain point for its target personas.

Conduct a technical audit of training data and public documentation accessible to Claude to reverse negative sentiment.

Claude is a primary tool for technical buyers; a 7% mention rate with negative sentiment represents a significant reputational risk.

Develop and publish head-to-head comparison data against Olive AI, Notable Health, and Waystar.

Taxo is currently excluded from all 'alternatives to' queries, missing opportunities to poach market share from high-visibility competitors.

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

Automating Healthcare Administrative Workflows(3 queries)

“ways to use AI to stop my doctors from spending 4 hours a day on paperwork”

0/4 platforms mentioned

Adjacent

ChatGPT

1.Nuance Dragon Ambient eXperience (DAX)

2.Dragon Medical

3.Augmedix

4.Suki

5.DeepScribe

+29 more

Claude

1.Nuance DAX

2.Wolters Kluwer Hyperscribe

3.Nabla Copilot

4.med-PaLM

5.Verifi

+6 more

Gemini

1.Nuance DAX (Dragon Ambient eXperience)

2.Suki

3.Augmedix

4.Optum

5.Ciox Health

+2 more

AI Overviews

1.Freed

2.Nuance DAX

3.Abridge

4.Epic

5.Meditech

+6 more

“find me a way to automate prior authorizations for a mid-sized health insurance company”

0/4 platforms mentioned

Core

The Enterprise Health System CTO · Chief Technology Officer

ChatGPT

1.Epic

2.Cerner

3.Surescripts

4.CoverMyMeds

5.Kong

+60 more

Claude

1.Freshdirect

2.Drools

3.Llama

4.Epic

5.Cerner

+9 more

Gemini

1.Change Healthcare

2.Waystar

3.Nym Health

4.UiPath

5.Automation Anywhere

+9 more

AI Overviews

1.Cohere Health

2.Unify Platform

3.Banjo Health

4.Availity

5.AuthAI

+3 more

“what are the best tools for automating healthcare revenue cycle management using AI”

0/4 platforms mentioned

Core

The Enterprise Health System CTO · Chief Technology Officer

ChatGPT

1.Epic

2.Cerner

3.Redox

4.Epic App Orchard

5.Mulesoft

+39 more

Claude

1.Change Healthcare

2.Emdeon

3.Epic

4.Cerner

5.Optum

+7 more

Gemini

1.Waystar

2.Epic

3.Cerner

4.Athenahealth

5.Change Healthcare

+10 more

AI Overviews

1.CombineHealth

2.Amy

3.Waystar

4.Optum Integrity One

5.AKASA

+12 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.

How AI is Revolutionizing Medical Billing and Coding - UTSA

utsa.edu

Edu1 ref

AI in Medical Coding and Billing: Benefits and Practices

healthtechmagazine.net

Web1 ref

Sunoh.ai: AI Medical Scribe | #1 Trusted by 90k+ Doctors

sunoh.ai

Web1 ref

UCLA study finds AI scribes may reduce documentation time ...

uclahealth.org

Web1 ref

AI scribes save 15,000 hours—and restore the human side of ...

ama-assn.org

Web1 ref

AI scribe saves doctors an hour at the keyboard every day - AMA

ama-assn.org

Web1 ref

AI in Medical Billing and Coding | Collectly

collectly.co

Web1 ref

AI Workflow Automation in Healthcare: Its Uses + Best Practices

knack.com

Web1 ref

How AI is Improving Hospital Management and Patient Care

tribe.ai

Web1 ref

9 Best AI Scribes for Clinicians [2026]: Comparisons, Features, Reviews ...

getfreed.ai

Web1 ref

Current Applications of Artificial Intelligence in Billing ... - PMC

pmc.ncbi.nlm.nih.gov

Gov1 ref

Improving Coding and Billing Accuracy with AI | iSalus

isalushealthcare.com

Web1 ref

AI: Reducing Healthcare's Administrative Burden

naviant.com

Web1 ref

How AI is Helping Transform Healthcare Administration

openloophealth.com

Web1 ref

AI Scribes Reduce Physician Burnout and Return Focus to the ...

medicine.yale.edu

Edu1 ref

Competitive Landscape

Brands and products that AI platforms mention alongside or instead of Taxo.

Cerner56 mentions

Epic50 mentions

Optum44 mentions

Change Healthcare37 mentions

Waystar35 mentions

Nuance30 mentions

Olive AI23 mentions

UiPath23 mentions

AWS20 mentions

Automation Anywhere19 mentions

Taxo9 mentions

Brand Identity

Brand Voice & Style

How AI perceives Taxo's communication style and personality

Taxo communicates with a confident, technically sophisticated voice that balances clinical precision with accessibility. The brand positions itself as a trusted expert in healthcare AI, emphasizing security and compliance while maintaining a forward-thinking, innovative tone. The messaging is direct and benefit-focused, speaking to busy healthcare professionals who need solutions, not hype. There's an underlying warmth in the mission-driven focus on enabling better patient care.

Core Tone Traits

Authoritative & Expert

Demonstrates deep healthcare domain expertise through technical language and partnership credentials

Trust-Building & Compliant

Leads with security, HIPAA compliance, and data protection to establish credibility

Mission-Driven & Purposeful

Centers messaging around the higher purpose of improving patient care

Clear & Direct

Communicates complex AI capabilities in straightforward, benefit-focused language

Backing

Investors

General Catalyst

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 24, 2026.

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AI Visibility Score

Taxo has an AI visibility score of 29/100, rated as low. This score reflects how often and how prominently Taxo appears in responses from AI assistants like ChatGPT, Claude, and Gemini.

AI Perception Summary

Strengths

Excellent rank performance on Gemini and Google AI Overviews where the brand achieves an average position of 1.0 during successful mentions.
Strong brand-name recognition in direct 'vibe check' queries across all four major AI platforms.
Successfully associated with specialized healthcare language models when specifically compared to the Apex platform.

Visibility Gaps

Total absence from the 'Automating Healthcare Administrative Workflows' category, missing 100% of queries related to prior authorization and doctor burnout.
Significant sentiment deficit on Claude, where the brand currently registers negative sentiment compared to neutral or positive scores on other platforms.
Failed to appear in any 'Alternative to' queries, ceding the medical billing and revenue cycle replacement market to competitors like Olive AI and Notable Health.

Competitors in AI Recommendations

Cerner: 56 mentions
Epic: 50 mentions
Optum: 44 mentions
Change Healthcare: 37 mentions
Waystar: 35 mentions
Nuance: 30 mentions
Olive AI: 23 mentions
UiPath: 23 mentions
AWS: 20 mentions
Automation Anywhere: 19 mentions
Azure: 19 mentions
Google Cloud: 19 mentions
Notable Health: 18 mentions
Abridge: 17 mentions
R1 RCM: 16 mentions

Categories: Healthcare Technology