Where does nutrition data come from?
The data foundation uses USDA FoodData Central, Open Food Facts, and curated local records. Source and serving basis travel with each record.
BEGIN / KNOW YOUR MEAL
Log a meal in the way that feels fastest. Review the food, portion, and nutrition estimate before you save.
Every estimate stays reviewable and editable.

INSIDE THE APP
Every result pauses at a clear review screen. Rename the dish, correct the portion, or add a missing ingredient before it reaches your journal.
3 items recognized · fully editable
01 / HOW IT WORKS
Every input follows the same important step: you review it before it becomes part of your journal.
02 / TRANSPARENCY
Calorie AI never treats a photo as absolute truth. Each result combines nutrition sources, confidence signals, and your own confirmation.
Read our methodologyThe data foundation uses USDA FoodData Central, Open Food Facts, and curated local records. Source and serving basis travel with each record.
The image is analyzed to suggest foods, ingredients, and portion ranges. It is a reviewable starting point—not an automatic verdict.
Under the current configuration, meal images are processed in memory and are not retained by default. A log is created only after you confirm.
Blur, occlusion, hidden ingredients, unclear portions, or an unusually wide calorie range lower confidence and trigger review.
Calorie AI is responsible for publishing, versioning, and updating the methodology. The content is educational and does not replace medical diagnosis or advice.
One principle throughoutWhen the system is not certain enough, the decision always returns to you.
03 / DAILY RHYTHM
Today, Log, and Coach share context to help you reflect and choose one useful step — without diagnosis or guaranteed outcomes.
Set a flexible intention
01Review your progress
02Log and confirm
03Reflect without pressure
0404 / FROM CALORIE AI
A practical flow for capturing, reviewing portions, and saving a more trustworthy meal log.
Read article →Methodology · 6 minThe same dish can vary substantially by weight, ingredients, and preparation.
Read article →Food intelligence · 7 minRegional knowledge is layered onto a global food model without limiting the product to one cuisine.
Read article →One honest log is better than a perfect day.