Particle Health vs Cardinal Health

Side-by-side comparison of AI visibility scores, market position, and capabilities

Cardinal Health leads in AI visibility (79 vs 34)
Particle Health logo

Particle Health

EmergingHealthcare

Health Data Exchange API

Particle Health provides a health data exchange API enabling healthcare apps to access longitudinal patient records from national networks with a single integration.

AI VisibilityBeta
Overall Score
D34
Category Rank
#589 of 596
AI Consensus
75%
Trend
stable
Per Platform
ChatGPT
39
Perplexity
29
Gemini
32

About

Particle Health is a health data exchange company founded in 2018 that provides developers and healthcare companies with a single API to access patient clinical records from national health information networks including CommonWell, Carequality, and others. The company abstracts the complexity of connecting to dozens of regional health information exchanges and national networks behind a simple developer-friendly API, enabling healthcare applications to retrieve longitudinal patient records including medical history, lab results, diagnoses, and medications from any participating provider. Particle raised $60M and serves digital health companies, telehealth platforms, health plans, and healthcare analytics firms that need access to real-world patient data to power clinical decision support, care management, and value-based care programs. The company provides HIPAA-compliant data access with identity verification and purpose-of-treatment validation to ensure appropriate use of patient records. Particle's API approach reduces the time and cost for healthcare companies to build clinical data infrastructure from months of complex integrations to days of API implementation.

Full profile
Cardinal Health logo

Cardinal Health

LeaderHealthcare Tech

Enterprise

Dublin OH pharmaceutical distribution (NYSE: CAH) $230B+ revenue; specialty pharma GLP-1 distribution tailwind, at-Home Solutions growth, medical divestiture to Medline competing with McKesson and Cencora.

AI VisibilityBeta
Overall Score
B79
Category Rank
#20 of 596
AI Consensus
90%
Trend
stable
Per Platform
ChatGPT
79
Perplexity
75
Gemini
77

About

Cardinal Health, Inc. is a Dublin, Ohio-based healthcare distribution and medical products company — publicly traded on the New York Stock Exchange (NYSE: CAH) as an S&P 500 Health Care component — distributing pharmaceutical products to pharmacies, hospitals, and healthcare providers, and manufacturing and distributing medical and surgical supplies through approximately 44,000 employees. In fiscal year 2025 (ending June 2025), Cardinal Health generated revenues exceeding $230 billion in its Pharmaceutical and Specialty Solutions segment — reflecting the company's role as a pass-through distributor of branded and generic pharmaceuticals at near-zero margin on drug cost, where Cardinal Health earns distribution fees and rebate income on enormous volumes. CEO Jason Hollar has executed a two-segment strategy focused on optimizing pharmaceutical distribution (Pharmaceutical and Specialty Solutions — $227B+ revenue at low margin) and growing medical products profitability (Global Medical Products and Distribution — higher-margin branded surgical products, Cardinal Health brand commodities, and at-Home Solutions). The 2024 divestiture of the medical segment's Cardinal Health Brand product line to Medline Industries for $1.1 billion simplified the medical segment focus toward specialty distribution and home healthcare supply. Cardinal Health's specialty pharmaceutical distribution (oncology, rheumatology, rare disease biologics through Cardinal Health Specialty Solutions) is a growing higher-margin subsegment as pharmaceutical manufacturers contract with specialty distributors for controlled dispensing of limited-distribution drugs.

Full profile

AI Visibility Head-to-Head

34
Overall Score
79
#589
Category Rank
#20
75
AI Consensus
90
stable
Trend
stable
39
ChatGPT
79
29
Perplexity
75
32
Gemini
77
31
Claude
77
36
Grok
79

Key Details

Category
Health Data Exchange API
Enterprise
Tier
Emerging
Leader
Entity Type
brand
company

Capabilities & Ecosystem

Capabilities

Only Particle Health
Health Data Exchange API

Integrations

Only Cardinal Health
Cardinal Health is classified as company.

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