Noom vs Humata Health

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

Noom leads in AI visibility (86 vs 35)
Noom logo

Noom

GrowthHealthcare

Weight Health Platform

Noom is a digital weight health program combining psychology-based behavioral coaching, food logging, and human coaching to help members build sustainable healthy habits.

AI VisibilityBeta
Overall Score
A86
Category Rank
#12 of 596
AI Consensus
67%
Trend
stable
Per Platform
ChatGPT
80
Perplexity
81
Gemini
92

About

Noom is a digital health company founded in 2008 that has grown into one of the most widely used weight management platforms, serving millions of members through its psychology-driven approach to behavior change. The platform combines daily lessons on cognitive behavioral techniques, food logging with a traffic-light color-coding system, personal coaching from trained health coaches, and group support to help members change their relationship with food and exercise. Noom raised over $540M and reached a $3.7B valuation, establishing it as a leading consumer digital health company. The company has expanded beyond weight loss into a broader weight health platform addressing both weight management and weight-related conditions including type 2 diabetes management with its Noom Med offering that includes GLP-1 medication prescribing. As GLP-1 medications like Ozempic and Wegovy have transformed the weight loss market, Noom has positioned its behavioral coaching as essential to sustainable results alongside medication. The platform serves both direct-to-consumer subscribers and employer health plans that offer Noom as a weight management benefit for their workforces.

Full profile
Humata Health logo

Humata Health

EmergingDigital Health

Prior Authorization AI (Provider Side)

Raised $25M (Blue Venture Fund, Optum Ventures, Highmark Ventures). 225+ hospitals. ML recommends which clinical documents to include in prior auth submissions, reducing denials before submission.

AI VisibilityBeta
Overall Score
D35
Category Rank
#538 of 596
AI Consensus
84%
Trend
stable
Per Platform
ChatGPT
36
Perplexity
36
Gemini
40

About

Humata Health is a prior authorization AI platform serving the provider side of healthcare — helping hospital systems optimize their prior authorization submissions to reduce denial rates before claims are ever sent to payers. The company has raised $25 million from Blue Venture Fund, Optum Ventures, and Highmark Ventures, and is deployed at 225+ hospitals. Founded by an MD, the platform applies ML to recommend the specific clinical documentation that each payer's prior authorization algorithm weights most heavily.

Full profile

AI Visibility Head-to-Head

86
Overall Score
35
#12
Category Rank
#538
67
AI Consensus
84
stable
Trend
stable
80
ChatGPT
36
81
Perplexity
36
92
Gemini
40
90
Claude
40
83
Grok
34

Key Details

Category
Weight Health Platform
Prior Authorization AI (Provider Side)
Tier
Growth
Emerging
Entity Type
brand
brand

Capabilities & Ecosystem

Capabilities

Only Noom
Weight Health Platform
Only Humata Health
Prior Authorization AI (Provider Side)

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