Photo-first and database-first logging
FatSecret built its reputation as a reliable, straightforward calorie diary. It accurately returns database results—if you have the patience to search for "grilled chicken breast (no skin)" and manually estimate whether you had 120 grams or 150 grams.
The trade-off is how the first entry is created. Database logging asks you to find and select an item; photo-first logging proposes visible foods but still requires a review of portions and ingredients.
CalMind removes friction. Our goal is to make tracking as easy as sending a snap to a friend. You eat, you capture, you learn. The app handles the heavy lifting of macro estimation.
| Tracking Methodology | CalMind (Modern AI) | FatSecret (Classic Diary) |
|---|---|---|
| Data Entry Speed | Photo creates a draft | Search and select an item |
| Portion Estimation | ✓ AI Vision Assists | User selects a serving |
| Visual Food Diary | Meal photos in the diary | Depends on selected logging mode |
| Barcode Scanner | ✓ Free | ✓ Free |
How photo-first logging changes the workflow
A photo can make the meal easier to recognize later, but it is not a measurement. Review serving size, cooking oil, sauces, drinks, and other items that may not be visible.
📸 Photo-first draft (CalMind)
Start with the visible meal, then verify foods, portions, and additions before saving.
⌨️ Database-first entry
Search for a food, choose a database result, and enter the serving shown in the app.