231 - Your Food Tracking App Is Lying To You

What We Cover

• Why AI photo scanning apps struggle with portion estimation… even when they correctly identify the food
• The crowdsourced database problem in apps like MyFitnessPal and why it introduces 15-30% calorie variance
• The hidden calorie problem that no photo can detect (oils, sauces, cooking fats)
• Why Lean Bodies Consulting built its own USDA-sourced food substitution calculator, and why that matters
• The unglamorous truth: a food scale and a verified database still beats every AI app on the market

Research Referenced

• Li et al. (2024). Evaluating the Quality and Comparative Validity of Manual Food Logging and Artificial Intelligence-Enabled Food Image Recognition in Apps for Nutrition Care. Nutrients, 16(15), 2573. University of Sydney. https://pubmed.ncbi.nlm.nih.gov/39125452/

Links Mentioned

• LBC Free Food Substitution Calculator https://leanbodiesconsulting.com/food-calculator/

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• 5 Common Mistakes Women Over 40 Make That Lead to Belly Fat https://youtu.be/oOA9YkE6A60
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• The Training Audit For Women Over 40 https://youtu.be/Y3VfEEV4C3M
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