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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Color Health

Visibility34

Vibe100

Businesses/Healthcare/Color Health

AI Visibility & Sentiment

Color Health

Color Health operates the only nationwide, oncologist-led Virtual Cancer Clinic, providing comprehensive cancer care from prevention and early detection through treatment and survivorship. They partner with employers, unions, health plans, and public sector organizations to deliver direct clinical care that improves outcomes while reducing costs.

Active Monitoring

color.com

Healthcare Startups

AI Visibility Score

34/100

Low

Sentiment Score

100/100

AI Perception

Summary

Color Health holds a commanding 62% visibility among Public Sector Benefits Administrators, yet faces a total blackout on ChatGPT across all core oncology queries. While the brand frequently leads Gemini's strategic cost-reduction conversations, it remains critically invisible in the 'Survivorship and Return-to-Work' segment, allowing competitors like AccessHope to dominate the full patient lifecycle.

Value Proposition

Color delivers oncologist-led cancer care with nationwide access, faster diagnosis, and direct clinical management across the entire cancer journey—achieving better outcomes and lower costs than traditional fragmented cancer care programs.

Overview

Mission

To reinvent cancer care by making expert, clinical cancer care accessible from anywhere, at any point in the cancer journey, for better outcomes and lower costs.

Products & Services

Virtual Cancer ClinicCancer screening and early detection programsOncologist-led treatment planning and care coordinationSurvivorship care and return-to-work supportAI-powered cancer care tools

Agent Breakdown

AI Platforms

How often do different AI platforms reference Color Health?

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Conversation Analysis

Topics

What conversations is Color Health included in — or excluded from?

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Buyer Personas

Personas

Who does each AI platform recommend Color Health 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

Cancer Benefit Program Strategy(3 queries)

“how to build a better cancer benefit program for employees”

1/4 platforms mentioned

ChatGPT

1.Antidote

2.TrialJectory

3.Imerman Angels

4.Cancer Support Community

5.Progyny

+16 more

Claude

1.CancerCare

2.National Association of Free & Charitable Clinics

3.Patient Advocate Foundation

4.CancerSupport Community

5.Livongo for Chronic Conditions

+10 more

Gemini

1.GRAIL

2.Galleri test

3.Color Health

4.2nd.MD

5.Accolade

+11 more

AI Overviews

1.lanterncare.com

2.Mercer

3.Working with Cancer Pledge

4.Blood Cancer United

“what are the best ways to reduce cancer costs for a self-insured employer”

1/4 platforms mentioned

ChatGPT

1.Grand Rounds

2.Quest Diagnostics

3.Navigating Cancer

4.Cota

5.OncoNav

+34 more

Claude

1.Mayo

2.MD Anderson

3.Memorial Sloan Kettering

4.Livongo

5.Teladoc

+3 more

Gemini

1.GRAIL

2.Galleri

3.Color Health

4.City of Hope

5.AccessHope

+7 more

AI Overviews

1.Carrum Health

2.American Cancer Society

3.Healthgram

4.Florida Alliance for Healthcare Value

5.Mercer

“plan a comprehensive oncology support strategy for my company's health plan”

1/4 platforms mentioned

ChatGPT

1.Healthmine

2.Evidation

3.Castlight

4.Included Health

5.Grand Rounds

+30 more

Claude

1.MD Anderson

2.Mayo Clinic

3.UCSF

4.Optum Oncology

5.CVS Health

+13 more

Gemini

1.AccessHope

2.City of Hope

3.Mayo Clinic

4.GRAIL

5.Galleri

6.Color Health

+5 more

AI Overviews

1.Business Group on Health

2.US-Rx Care

3.Sun Life

4.lanterncare.com

5.Evernorth Health

+1 more

Virtual Clinical Solutions And Screening(1 query)

“recommend a virtual cancer clinic that works nationwide for a large workforce”

2/4 platforms mentioned

ChatGPT

1.Included Health

2.Grand Rounds

3.Accolade

4.Quantum Health

5.Navigating Cancer

+4 more

Claude

1.Ro

2.Ro Health

3.Teladoc Health

4.CVS Health

5.Aetna

+5 more

Gemini

1.AccessHope

2.City of Hope

3.Jasper Health

4.Thyme Care

5.Transcarent

6.Color Health

+1 more

AI Overviews

1.Color Health

2.AccessHope

3.Fierce Healthcare

4.Care Wallet

5.National Cancer Institute

+7 more

Survivorship And Return To Work Support(1 query)

“how to help employees return to work after cancer treatment, what programs should I buy”

0/4 platforms mentioned

ChatGPT

1.ComPsych

2.LifeWorks

3.Optum

4.UnitedHealth Group

5.Navigating Cancer

+15 more

Claude

1.ComPsych

2.Magellan

3.Cancer Support Community

4.Livestrong at the YMCA

5.Calm

+9 more

Gemini

1.Jasper Health

2.CancerBridge

3.Working with Cancer

4.Lyra Health

5.Modern Health

+8 more

AI Overviews

1.Workplace Options

2.Cancer Care Compass

3.Cancer Support Community

4.When Cancer Comes to Work™

5.The After Cancer

+6 more

Evaluating And Comparing Oncology Partners(1 query)

“best reviewed cancer care management companies for employers”

1/4 platforms mentioned

ChatGPT

1.Optum

2.UnitedHealth Group

3.Optum Specialty

4.Cigna

5.Evernorth

+29 more

Claude

1.Livongo Health

2.Teladoc

3.Carrum Health

4.Triage Cancer

5.Aetna Oncology Solutions

+3 more

Gemini

1.AccessHope

2.City of Hope

3.Included Health

4.Grand Rounds

5.Transcarent

+11 more

AI Overviews

1.AccessHope

2.National Cancer Institute

3.City of Hope

4.Dana-Farber

5.Johns Hopkins

7.Color Health

+13 more

Analysis

Key Insights

What AI visibility analysis reveals about this brand

Strength

Dominant presence in Gemini with a 67% mention rate and high rankings for cost-reduction and program strategy queries.

Strength

Strongest performance with Public Sector Benefits Administrators (62% mention rate), consistently appearing in the top 4 results for this persona.

Strength

Maintains a #1 ranking across all platforms for direct brand-specific vibe checks, indicating high sentiment and clarity in existing brand data.

Gap

Total absence (0% mention rate) on ChatGPT, the most-used AI platform for corporate decision-making.

Gap

Complete failure to rank for 'Survivorship and Return-to-Work Support' queries, leaving a major portion of the cancer care continuum to competitors.

Gap

Negligible influence with Mid-Market Benefits Consultants, where mention rates drop to 11% with a poor average position of 13.0.

Opportunity

Displace AccessHope and City of Hope in clinical recommendations by optimizing data for 'Virtual Clinical Solutions' where the brand currently trails in consistency.

Opportunity

Capture the 'Survivorship' market segment through targeted content deployment to close the existing gap in the patient journey.

Opportunity

Leverage the strong positive sentiment in Gemini and Claude to improve footprint in Google AI Overviews, which currently only captures 27% of brand mentions.

Technical Health

Site Health for AI Visibility

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

87/100

14 passed 6 warnings

Audited 3/2/2026

Crawlability96

Can AI bots find your pages?

Technical96

SSL, mobile, doctype basics

On-Page SEO80

Titles, descriptions, headings

Content Quality73

Word count, depth, freshness

Schema Markup85

Structured data for AI comprehension

Social & OG82

Open Graph, Twitter cards

AI Readability60

How well AI can parse your content

Warnings

3 render-blocking resource(s) detected

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

Title is too short (19 characters)

Expand the title to 50-60 characters with descriptive keywords.

Meta description is too short (11 characters)

Expand the description to 150-160 characters with a clear value proposition.

H3 used without H2 — heading levels are skipped

Use headings in order (H1 → H2 → H3). Don't skip levels.

Content may be too short

Expand your content to at least 500 words with valuable information.

+ 1 more warnings

Want a full technical audit with AI-specific recommendations?

Run a free visibility scan

Brand Identity

Brand Voice & Style

How AI perceives Color Health's communication style and personality

Color Health communicates with confident expertise balanced by genuine compassion for patients and families facing cancer. The brand voice is authoritative yet accessible, using clear language to explain complex healthcare concepts while emphasizing measurable outcomes and real patient impact. There's an underlying urgency about improving cancer care, paired with optimism that better solutions exist. The tone is professional and data-driven when speaking to business decision-makers, but warm and supportive when addressing patient experiences.

Core Tone Traits

Authoritative & Expert

Speaks with clinical credibility backed by oncologists and measurable outcomes

Compassionate & Human-Centered

Centers patient stories and acknowledges the emotional weight of cancer care

Results-Oriented

Leads with data, ROI, and concrete outcomes to demonstrate value

Accessible & Clear

Simplifies complex healthcare concepts without being condescending

Competitive Landscape

Related Ecosystem

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

AccessHope20 mentions

City of Hope20 mentions

Carrum Health20 mentions

Color Health18 mentions

Jasper Health15 mentions

Accolade14 mentions

Thyme Care14 mentions

Included Health12 mentions

Aetna11 mentions

Transcarent11 mentions

Memorial Sloan Kettering11 mentions

Source Intelligence

Citations

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

lanterncare.com

https://lanterncare.com/

Referenced in 1 query

Review

How to Build a Modern Cancer Care Benefits Strategy - Lantern

https://lanterncare.com/blog/how-to-build-a-modern-cancer-care-benefits-strategy/

Referenced in 2 queries

Review

Practical steps every employer can take to support employees ...

https://www.mercer.com/insights/total-rewards/employee-benefits-strategy/practical-steps-every-employer-can-take-to-support-employees-impacted-by-cancer/

Referenced in 2 queries

Review

4 strategies for employers to enhance cancer prevention and support

https://newsroom.cigna.com/strategies-to-enhance-cancer-prevention-and-support

Referenced in 2 queries

Review

Practical steps every employer can take to support employees ...

https://www.marsh.com/en/services/employee-health-benefits/insights/practical-employer-support-employees-cancer.html

Referenced in 1 query

Review

Building a compassionate and effective cancer benefit strategy

https://www.benefitspro.com/2026/02/27/from-diagnosis-to-survivorship-building-a-compassionate-and-effective-cancer-benefit-strategy/

Referenced in 1 query

Review

How employers can champion employees facing cancer

https://bloodcancerunited.org/resources/blog/beyond-diagnosis-how-employers-can-champion-employees-facing-cancer

Referenced in 1 query

Review

Cancer Benefits That Matter: HR Guide to Smarter Employee ...

https://carrumhealth.com/blog/cancer-benefits-for-employees-hr-guide/

Referenced in 3 queries

Review

Making the Most of Employee Benefits During Open Enrollment

https://triagecancer.org/wp-content/uploads/2022/11/2020-Checklist-Making-the-Most-of-Employee-Benefits-During-Open-Enrollment.pdf

Referenced in 1 query

Review

3 ways to support employees with cancer - Symetra

https://www.symetra.com/benefitsblog/life-and-disability-blog/three-ways-to-support-employees-with-cancer/

Referenced in 2 queries

Review

Cancer in the Workplace: Employee Tip Sheet

https://www.cancer.org/content/dam/cancer-org/online-documents/en/pdf/flyers/cancer-in-the-workplace-employee-tip-sheet.pdf

Referenced in 1 query

Review

Employer Checklist for Module 1: Prevention & Pre-Diagnosis ...

https://flhealthvalue.org/wp-content/uploads/2023/09/Oncology-Employer-Learning-Module-ONE-Employer-Checklist-FINAL-10-11-2021.pdf

Referenced in 1 query

Review

Content Engineering

Recommended Actions

Initiate a ChatGPT-specific data seeding strategy focused on technical whitepapers and client case studies.

A 0% mention rate on the industry's leading LLM is a critical strategic failure that hides the brand from high-intent corporate buyers.

Impact: High

Develop and publish comprehensive resources on 'Oncology Return-to-Work' and 'Cancer Survivorship' protocols.

Color Health is currently invisible in this category, allowing competitors to position themselves as more holistic care partners.

Impact: High

Optimize digital assets for the 'Mid-Market Benefits Consultant' persona by focusing on scale and implementation speed.

This persona currently sees the brand at position 13.0, which is effectively invisible during a standard research phase.

Impact: Medium

Bridge the visibility gap in AI Overviews by aligning web content structure with the query formats used by Public Sector administrators.

Despite high visibility in Claude and Gemini for this persona, AI Overviews only mention the brand 27% of the time, missing out on massive search traffic.

Impact: Medium

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