ACCURACY & LIMITS
Food-photo nutrition estimates are a starting point
A photo can help estimate visible foods and reasonable portions, but it cannot measure every ingredient. Snapbite is built for everyday tracking, not medical measurement, diagnosis, or treatment decisions.
What can affect an estimate
- Portion visibility: a bowl, tall stack, or overlapping foods can make volume difficult to judge.
- Hidden ingredients: cooking oil, butter, sauces, fillings, and dressings are often not fully visible.
- Recipe variation: the same dish can have very different ingredients and nutrition depending on how it was prepared.
- Photo quality: low light, blur, tight crops, and unusual angles reduce useful visual detail.
How to use the result well
Review every detected item. Change the food name if it is wrong, enter a measured portion when you know it, and add foods that are missing. The result is most useful when you treat it as an editable record rather than an exact measurement.
When not to rely on an estimate alone
If you need precise nutrition information for a medical condition, allergy, eating disorder, prescription diet, or clinical treatment, use verified product labels and guidance from a qualified health professional. Snapbite does not provide medical advice.