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.

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Adonis

Visibility47

Vibe96

Businesses/Healthcare Technology/Adonis

AI Visibility & Sentiment

Adonis

Adonis is an AI-powered revenue cycle management platform for healthcare organizations. The company helps providers, hospitals, and health systems identify revenue risks early, automate denial resolution, and optimize their revenue cycle operations through intelligent automation and AI agents.

Active Monitoring

tryadonis.com

Healthcare Technology Startups

AI Visibility Score

47/100

Moderate

Sentiment Score

96/100

AI Perception

Summary

Adonis has secured a commanding 'Position 1' presence within Claude and Gemini for high-intent revenue cycle automation, yet this dominance is undermined by a significant visibility gap in ChatGPT. While the brand is the undisputed favorite for CFOs seeking to lower denial rates, it remains virtually invisible to the Digital Health Operations leaders who architect the broader tech stacks.

Value Proposition

AI orchestration platform that identifies revenue risk early and automates resolution across denials, delays, and payer friction—delivering measurable ROI through reduced denials and recovered revenue without adding headcount.

Overview

Mission

To help healthcare organizations protect revenue, reduce friction, and scale improved operations through AI-powered technology.

Products & Services

Adonis Intelligence - denial monitoring and payer behavior analyticsAI Agents - automated workflow resolution at scaleRCM Orchestration - end-to-end revenue cycle coordinationUnderpayments Recovery - automated contract compliance and revenue recoverySmart Worklists and customizable dashboarding

Agent Breakdown

AI Platforms

How often do different AI platforms reference Adonis?

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Conversation Analysis

Topics

What conversations is Adonis included in — or excluded from?

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Buyer Personas

Personas

Who does each AI platform recommend Adonis to, and when?

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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

Denial Management & Workflow Automation(3 queries)

“how can i use AI to fix my hospital's high denial rates”

0/4 platforms mentioned

ChatGPT

1.Olive AI

2.Waystar

3.R1 RCM

4.Optum360

5.Change Healthcare

+21 more

Claude

1.Optum

2.Change Healthcare

3.Nuance DAX

4.Augmedix

5.ScribeMe

+14 more

Gemini

1.Myndshft

2.Itiliti Health

3.Iodine Software

4.Aware

5.3M M*Modal

+8 more

AI Overviews

1.The SSI Group

2.CareCloud

3.Experian

4.BerryDunn

“which RCM tools actually use AI agents for automated resolution of claims”

4/4 platforms mentioned

ChatGPT

1.Olive

2.UiPath

3.R1

4.Waystar

5.Change Healthcare

7.Adonis

+17 more

Claude

1.Adonis

2.Olive

3.R1 RCM

4.Waystar

Gemini

1.Adonis

2.AKASA

3.Epic

4.Cerner

5.Notable

+6 more

AI Overviews

1.AGS Health

2.Adonis

3.CombineHealth

4.Adam

5.Rachel

+13 more

“give me a plan to lower denial rates for a big provider group, what specific software should i look at”

3/4 platforms mentioned

ChatGPT

1.Adonis

2.Olive

3.Waystar

4.Optum360

5.nThrive

+12 more

Claude

1.Adonis

2.Experian Health

3.Emdeon

4.Waystar

5.R1 RCM

+7 more

Gemini

1.Adonis

2.AKASA

3.FinThrive

4.Cloudmed

5.Notable Health

+3 more

AI Overviews

1.MBW RCM

2.CombineHealth

3.Holt Law

Revenue Recovery & Contract Compliance(1 query)

“how can i find where we're being underpaid by payers without checking every contract manually”

0/4 platforms mentioned

ChatGPT

1.Change Healthcare

2.Availity

3.Waystar

4.Cotiviti

5.Optum

+12 more

Claude

1.athenahealth

2.eClinicalWorks

3.NextGen Healthcare

4.Auditmyhealth

5.Protolabs

+5 more

Gemini

1.Waystar

2.FinThrive

3.Experian Health

4.Contract Manager

5.Availity

+9 more

AI Overviews

1.Victory | RCM

2.Aspirion

3.Flychain

4.Ensemble Health Partners

5.Aroris Health

+2 more

Modernizing RCM Tech Stacks(1 query)

“what's the best tech stack for end-to-end RCM orchestration right now”

0/3 platforms mentioned

Claude

1.Salesforce Health Cloud

2.Epic's Revenue Cycle Management

3.Oracle NetSuite

4.SAP S/4HANA

5.Change Healthcare RCM

+20 more

Gemini

1.Epic

2.Oracle Health/Cerner

3.Meditech

4.Redox

5.Health Gorilla

+14 more

AI Overviews

1.Innovaccer

2.demandDrive

3.Epic Systems

4.Oracle Health

5.Cerner

+17 more

AI RCM Trust & Vendor Selection(1 query)

“most trusted AI revenue cycle management companies in 2026”

0/4 platforms mentioned

ChatGPT

1.Optum

2.Optum360

3.UnitedHealth Group

4.R1

5.R1 RCM

+23 more

Claude

1.Optum

2.UnitedHealth Group

3.Change Healthcare

4.Veradigm

5.Allscripts

+6 more

Gemini

1.Optum

2.Change Healthcare

3.UnitedHealth Group

4.R1 RCM

5.Cloudmed

+14 more

AI Overviews

1.Optum

2.Optum360

3.R1 RCM

4.R37 AI Lab

5.Athenahealth

+12 more

Analysis

Key Insights

What AI visibility analysis reveals about this brand

Strength

Exceptional performance in Claude and Gemini with an average position under 2.0 for strategic RCM queries.

Strength

High-authority resonance with executive personas, achieving a 75% mention rate among Strategic Health System CFOs.

Strength

Dominant rankings for 'AI agents' and 'denial rate reduction' clusters, frequently appearing as the top recommendation.

Gap

Critical underperformance in ChatGPT, trailing other LLMs with a mere 30% mention rate.

Gap

Complete lack of visibility in the 'Revenue Recovery' and 'Contract Compliance' query sets despite overall RCM positioning.

Gap

Failure to reach the Digital Health Operations Lead persona, where mention rates sit at a negligible 9%.

Opportunity

Leverage existing dominance in Claude/Gemini to refine web-based content that mirrors OpenAI's retrieval preferences.

Opportunity

Expand content architecture to include technical 'tech stack orchestration' narratives to capture the underserved Digital Ops persona.

Opportunity

Aggressively target the 'Revenue Recovery' topic cluster to challenge incumbents like Waystar and Optum.

Technical Health

Site Health for AI Visibility

How well Adonis's website is optimized for AI agent discovery and comprehension.

96/100

21 passed 1 warnings

Audited 3/2/2026

Crawlability100

Can AI bots find your pages?

Technical96

SSL, mobile, doctype basics

On-Page SEO100

Titles, descriptions, headings

Content Quality87

Word count, depth, freshness

Schema Markup85

Structured data for AI comprehension

Social & OG100

Open Graph, Twitter cards

AI Readability60

How well AI can parse your content

Warnings

2 render-blocking resource(s) detected

Consider deferring or async-loading non-critical scripts and stylesheets.

Want a full technical audit with AI-specific recommendations?

Run a free visibility scan

Brand Identity

Brand Voice & Style

How AI perceives Adonis's communication style and personality

Adonis communicates with confident expertise in healthcare revenue cycle management, balancing technical sophistication with accessible language. The brand voice is results-oriented and data-driven, frequently citing specific metrics and outcomes to build credibility. While professional and authoritative, the tone remains approachable and solution-focused, positioning Adonis as a trusted partner rather than just a vendor. The messaging emphasizes innovation and transformation while grounding claims in real customer success stories.

Core Tone Traits

Results-Driven & Data-Backed

Leads with specific metrics, ROI figures, and measurable outcomes to demonstrate value

Confidently Expert

Speaks with authority on RCM challenges while remaining accessible to non-technical audiences

Solution-Oriented & Empowering

Focuses on enabling healthcare teams to succeed rather than highlighting problems

Modern & Innovative

Positions AI and automation as transformative while maintaining healthcare industry credibility

Competitive Landscape

Related Ecosystem

Related products and services that AI mentions in conversations alongside or instead of Adonis

Waystar35 mentions

Epic26 mentions

Cerner24 mentions

Adonis22 mentions

R1 RCM21 mentions

Change Healthcare21 mentions

Optum18 mentions

FinThrive16 mentions

Athenahealth15 mentions

AKASA13 mentions

Experian Health11 mentions

Source Intelligence

Citations

Sources that AI assistants cite. Getting featured here improves visibility.

Using AI to reduce healthcare claims denials - Experian

https://www.experian.com/blogs/healthcare/using-ai-to-reduce-healthcare-claims-denials/

Referenced in 1 query

Review

AI in denials management and prevention: A strategic imperative

https://www.berrydunn.com/news-detail/ai-in-denials-management-and-prevention-a-strategic-imperative

Referenced in 1 query

Review

AI in healthcare RCM: 2026 opportunities and insights

https://www.experian.com/blogs/healthcare/rcm-and-ai/

Referenced in 1 query

Review

AI in Denial Management: Hype or Game-Changer?

https://thessigroup.com/blog/ai-in-healthcare-denial-management-the-revenue-cycle-game-changer/

Referenced in 1 query

Review

AI-Driven Denial Management: Reduce Risk, Improve Cash Flow

https://www.aapc.com/resources/ai-driven-denial-management-reduce-risk-improve-cash-flow

Referenced in 1 query

Review

Reducing Healthcare Claim Denials with AI: A Step ... - Jorie AI

https://www.jorie.ai/post/reducing-healthcare-claim-denials-with-ai-a-step-by-step-guide

Referenced in 1 query

Review

Leveraging AI for Denials Management - AAPC

https://www.aapc.com/blog/92229-leveraging-ai-for-denials-management/

Referenced in 1 query

Review

Reduce Denials in Medical Billing Using AI & Automation

https://carecloud.com/continuum/denial-management-in-medical-billing-ai/

Referenced in 1 query

Review

How AI Is Changing Denial Management | NYX Health

https://nyxhealth.com/denial-management-ai/

Referenced in 1 query

Review

AI Tools That Help Hospitals Beat Claim Denials - Aspirion

https://www.aspirion.com/turning-the-denial-tables-ai-tools-that-actually-help-hospitals-win/

Referenced in 1 query

Review

Combatting Automated Health Insurance Denials with AI - Arrow

https://arrowhq.com/blog/combatting-automated-health-insurance-denials-with-ai

Referenced in 1 query

Review

How to Identify, Recover + Resolve Underpayments in ...

https://www.ensemblehp.com/blog/underpayments-are-undermining-your-revenue-learn-how-to-identify-recover-resolve-them/

Referenced in 1 query

Review

Content Engineering

Goals & Content Ideas

Ideas to help AI agents better understand the business and be more likely to use Adonis's resources to help users.

Optimize Technical Content for ChatGPT Discovery

Address the 30% ChatGPT mention rate by restructuring web content to align with OpenAI's indexing and retrieval patterns. This involves creating technically detailed, well-structured content with clear definitions, comparison tables, and FAQ formats that ChatGPT prioritizes when answering RCM queries. Social media will amplify this content through LinkedIn technical posts and Twitter threads that drive traffic and backlinks to optimized pages.

The Complete Guide to AI-Powered Denial Resolution: What Healthcare CFOs Need to Know

How Modern RCM Platforms Integrate with Your Existing EHR and Practice Management Stack

5 Technical Requirements to Evaluate When Choosing an AI Revenue Cycle Solution

Denial Management Automation: A Technical Deep-Dive into Workflow Orchestration

Launch Technical RCM Orchestration Content Pillar

Build visibility with Digital Health Operations Leads by creating a dedicated content stream focused on technical integration, API capabilities, and tech stack optimization. This addresses the 9% visibility gap by speaking directly to the technical decision-makers who influence RCM platform selection. LinkedIn will serve as the primary distribution channel for reaching this technical audience with integration-focused narratives.

How Adonis Orchestrates Revenue Workflows Across Your Entire Tech Stack

API-First RCM: Why Integration Architecture Matters More Than Features

Building a Connected Revenue Cycle: The Technical Blueprint for Health Systems

From EHR to Clearinghouse: Mapping the Modern Revenue Cycle Integration Layer

What Digital Health CTOs Should Ask Before Any RCM Platform Implementation

Dominate Revenue Recovery and Underpayment Conversations

Expand beyond denial management leadership to capture the broader financial recovery conversation currently dominated by legacy competitors like Waystar. Create targeted content around underpayment identification, payer contract compliance, and revenue recovery workflows that positions Adonis as the comprehensive solution. Social campaigns will highlight specific recovery metrics and customer success stories.

The Hidden Revenue Leak: Why 73% of Underpayments Go Undetected

Beyond Denials: How AI Identifies Underpayments Before They Become Write-Offs

Payer Contract Compliance: Automating the Detection of Payment Variances

Case Study: How One Health System Recovered $2.4M in Missed Underpayments

Revenue Recovery vs. Denial Management: Why You Need Both to Maximize Collections

Build Authority in AI-Referenced Healthcare Finance Sources

Increase presence in the publications, databases, and industry sources that LLMs reference when recommending RCM solutions. This involves securing guest contributions in HFMA, Healthcare IT News, and RevCycleIntelligence while optimizing presence in healthcare technology directories. Social media will promote these placements and drive engagement signals that reinforce authority.

Expert Opinion: The Future of AI Agents in Healthcare Revenue Cycle Management

Why Healthcare CFOs Are Shifting from Legacy RCM to AI Orchestration Platforms

Industry Analysis: The True Cost of Manual Denial Management in 2026

What HFMA Data Reveals About the ROI of Automated Revenue Cycle Solutions

Create Comparison and Decision-Support Content for AI Queries

Develop content specifically designed to appear when healthcare leaders ask AI assistants to compare RCM solutions or recommend platforms. This includes detailed comparison guides, buyer checklists, and evaluation frameworks that position Adonis favorably against competitors. Social distribution will focus on reaching decision-makers actively researching solutions.

RCM Platform Comparison: Key Differentiators Between AI-Native and Legacy Solutions

The Healthcare CFO's Checklist for Evaluating Revenue Cycle Automation Vendors

10 Questions to Ask Any RCM Vendor About Their AI Capabilities

How to Calculate the True ROI of Switching to an AI-Powered RCM Platform

Content Engineering

Recommended Actions

Optimize technical content for ChatGPT's indexing and retrieval patterns.

Adonis's 30% mention rate in ChatGPT is the primary anchor on its overall score; aligning web signals with OpenAI's preferences is the fastest path to growth.

Impact: High

Develop a 'Technical RCM Orchestration' content pillar.

The 9% visibility with Digital Health Operations Leads stems from a lack of technical integration and 'tech stack' focused narrative.

Impact: High

Target the 'Revenue Recovery' and 'Underpayment' query clusters.

Adonis is currently winning on denial management but losing the broader financial recovery conversation to legacy competitors like Waystar.

Impact: Medium

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