Straight answers about calorie tracking, food scanning apps, workout trackers, and how to get all of it without paying for a subscription.
Meals, workouts, and groups in one place — the study showing friends nearly triple weight-loss maintenance, and the loop separate apps can't close.
Read → ResearchStudies link tracking consistency with results — and AI scanning removes the friction that ends most food diaries.
Read → ComparisonFree and paid AI calorie trackers side by side — what's actually free in each, and which app fits which person.
Read → SafetyWhat security research says about "premium unlocked" APKs, why server-side AI can't be modded, and safer free routes.
Read → ResearchWhat peer-reviewed studies say about AI calorie counting, 7 ways to get better scans, and when barcodes beat photos.
Read → GuideWhat to log, what research says about rest between sets, and how to keep full workout tracking free.
Read → ComparisonThe 2022 barcode paywall, what's still free in 2026, and the honest free alternatives compared side by side.
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