AI Blind Test

MyFitnessPal vs Noom

Which brand does AI prefer? We tested both across 3 leading AI models.

AI GEO Score

Based on 3 AI models and 5 evaluation angles

MyFitnessPal

57%

VS

Noom: Lose weight and keep it off.

43%

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Why AI Prefers MyFitnessPal

Gemini 2.5 Flash

MyFitnessPal offers a clearer value proposition focused on comprehensive, accessible, and proven nutrition tracking. Noom's website is confusing, repe…

Gemini 2.5 Flash

MyFitnessPal projects stronger trust due to its explicit display of "3.5 Million 5-Star Ratings," numerous user testimonials with photos, and clear 'a…

GPT-5 Mini

MyFitnessPal presents clearer, concrete trust signals—large user and ratings counts, many user testimonials and success photos, detailed FAQs (includi…

The AI Verdict

Split decision: Gemini 2.5 Flash favor MyFitnessPal, but GPT-5 Mini and Claude 3.5 Haiku give the edge to Noom: Lose weight and keep it off.. The biggest gap is in price competitiveness — MyFitnessPal scores 8.5 vs Noom: Lose weight and keep it off.'s 5.2.

Sentiment Breakdown

How each website scores across key dimensions (1-10)

MyFitnessPalNoom: Lose weight and keep it off.
Trust & Authority8.3 vs 7.1
Innovation6.5 vs 8.3
Price Competitiveness8.5 vs 5.2
Ease of Use8.5 vs 7.0

Per-Model Verdicts

How each AI model independently evaluated the two websites

GPT
GPT-5 Mini
Prefers Noom: Lose weight and keep it off.42 vs 58
MyFitnessPal presents clearer, concrete trust signals—large user and ratings counts, many user testimonials and success photos, detailed FAQs (including methodology like the BMR equation), visible app integrations, and transparent trial/cancellation info. Noom shows strong third‑party media mentions and medical positioning, but its homepage is more promotional, repeats content, provides fewer concrete track record metrics and contains disclaimers about its medication program that reduce clarity.
GEM
Gemini 2.5 Flash
Prefers MyFitnessPal81 vs 19
MyFitnessPal offers a clearer value proposition focused on comprehensive, accessible, and proven nutrition tracking. Noom's website is confusing, repetitive, and heavily promotes medication without clear pricing, making it feel less universally applicable and potentially misleading for a general consumer seeking weight loss solutions.
CLD
Claude 3.5 Haiku
Prefers Noom: Lose weight and keep it off.0 vs 100
Noom offers a more comprehensive approach to weight loss by addressing psychological habits and providing personalized coaching, which makes it more likely for users to achieve sustainable weight loss. While MyFitnessPal is a solid calorie tracking tool, Noom goes beyond mere tracking to help users understand and change their underlying behaviors.

Go deeper on MyFitnessPal

This free test used 3 models. The full GEO Audit analyzes MyFitnessPal across 11 AI models and 4 dimensions:

AI Visibility — does AI mention your brand unprompted?
Content Quality — is your content AI-readable?
Technical Readiness — robots.txt, sitemap, MCP
Action Plan — prioritized fixes + PDF report
$99$49Launch Price

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