Latent Health vs Noom

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

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

Latent Health

EmergingDigital Health

Medication Access & Prior Authorization AI

Raised $80M Series A (Mar 2026) co-led by Spark Capital and Transformation Capital. 2M+ patients/year. Partners with 50% of top 20 US health systems. McKesson Ventures strategic investor.

AI VisibilityBeta
Overall Score
D35
Category Rank
#545 of 596
AI Consensus
79%
Trend
stable
Per Platform
ChatGPT
34
Perplexity
31
Gemini
40

About

Latent Health is a medication access and prior authorization automation platform that uses its Clinical Reasoning Engine to ingest EHR data, interpret drug approval criteria, and automate the full medication access workflow end-to-end. The company raised $80 million in Series A financing in March 2026 co-led by Spark Capital and Transformation Capital, with McKesson Ventures, General Catalyst, and Y Combinator as co-investors. The platform serves 2 million+ patients annually and is partnered with 50% of the top 20 US health systems.

Full profile
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

AI Visibility Head-to-Head

35
Overall Score
86
#545
Category Rank
#12
79
AI Consensus
67
stable
Trend
stable
34
ChatGPT
80
31
Perplexity
81
40
Gemini
92
33
Claude
90
35
Grok
83

Key Details

Category
Medication Access & Prior Authorization AI
Weight Health Platform
Tier
Emerging
Growth
Entity Type
brand
brand

Capabilities & Ecosystem

Capabilities

Only Latent Health
Medication Access & Prior Authorization AI
Only Noom
Weight Health Platform

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