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Estimate Body Fat % from a Photo

Estimate Body Fat % from a Photo

by PhattMelps·Mar 4, 2026·1 point·1 comment
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AI Analysis

●MidEye Candy

Free DEXA alternative, but GPT vision does what remove.bg does—commoditized.

Strengths
  • •Solves real friction: DEXA scans cost $100–200 and require appointments; photo estimates are instant and free.
  • •Strong positioning and landing page design with comparison table and social proof (12k+ estimates).
  • •Practical use case: frequent check-ins for progress tracking vs. occasional clinical baseline.
Weaknesses
  • •Core technology is just GPT-4V/Claude vision API—no custom model, proprietary data, or novel CV technique.
  • •Accuracy unverified: claims 'more accurate than DEXA' with zero clinical validation or comparison study.
  • •Crowded fitness-app space; similar tools (fitness trackers, body-scan apps, other AI estimators) already exist.
Category
Health
Target Audience

Fitness enthusiasts, bodybuilders, and people tracking body composition changes over time

Similar To

Remove.bg (photo analysis), Fitbod (fitness tracking), TikTok body-check trend (amateur visual estimates)

Post Description

this is just a simple prompt to GPT-5.3 but I'd imagine a photo could be more accurate than cheaper estimation methods like DEXA scans.

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