Kampe Proven IdeasK
microHealth & FitnessIntermediate

AI calorie tracker (photo)

Snap your food, get calories and macros.

Monetization
Subscription
Difficulty
Intermediate
Time to first
3–6 weeks
Market signal
$300K–1.5M/mo
Why it works

Removes the #1 friction of calorie tracking (manual logging); strong retention.

Who it's for

People losing weight or tracking nutrition.

How to build it
1. Vision model estimates food + portions. 2. Daily log + goals + streaks. 3. Subscription with a free daily scan.
Suggested stack
Next.jsVision APIStripePush
Your edge as a builder from anywhere

Train/prompt for African foods (jollof, eba, etc.) global apps get wrong.

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