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UseBite
Snap meals. AI tracks calories & when you're burning fat.
Photograph any meal — home-cooked, restaurant, packaged, or street food — and UseBite's AI estimates the calories, protein, carbs and fibre. No barcodes, no database hunting. The thing no other tracker does: UseBite shows in real time whether you're burning fat right now or about to flip into storing fat — and how many kcal you have before that happens. So you know when to eat and when not to. Daily targets adapt to your real weight trend. Android · free · no subscription.
Hey Product Hunt 👋
I'm Simon. I built UseBite because I'd quit every other calorie tracker after a few weeks — scanning barcodes, digging through databases of near-matches, guessing portions, and for home-cooked / mixed / non-Western food the numbers were a coin flip anyway.
So I built something I'd actually use: photograph the meal and the AI estimates the calories, protein, carbs, fat and fibre. No barcode, no database. I used it daily for a few months and finally started understanding *why* my weight wasn't moving — not just "you ate X calories", but in real time whether my body was digesting, burning through glycogen, or burning fat, and how many hours until I'd tip into fat-burn.
That last part is the thing I genuinely couldn't find anywhere else. Every other tracker shows kcal in vs kcal out, today's target, done. The hour-by-hour energy state is what made me realise *when* you eat matters as much as *what*.
Two smaller things:
• Your daily target adapts to your real weight trend, instead of a static number a formula spat out on day one.
• Free, no subscription.
After family and friends started asking for the install link and using it themselves, they pushed me to release it publicly — so here it is. Honest feedback welcome, especially anywhere the AI estimates feel off. Thanks for taking a look 🙏
About UseBite on Product Hunt
“Snap meals. AI tracks calories & when you're burning fat.”
UseBite was submitted on Product Hunt and earned 2 upvotes and 1 comments, placing #156 on the daily leaderboard. Photograph any meal — home-cooked, restaurant, packaged, or street food — and UseBite's AI estimates the calories, protein, carbs and fibre. No barcodes, no database hunting. The thing no other tracker does: UseBite shows in real time whether you're burning fat right now or about to flip into storing fat — and how many kcal you have before that happens. So you know when to eat and when not to. Daily targets adapt to your real weight trend. Android · free · no subscription.
On the analytics side, UseBite competes within Android, Health & Fitness and Artificial Intelligence — topics that collectively have 611.1k followers on Product Hunt. The dashboard above tracks how UseBite performed against the three products that launched closest to it on the same day.
Who hunted UseBite?
UseBite was hunted by Simon Gray. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.
For a complete overview of UseBite including community comment highlights and product details, visit the product overview.
Simon Gray