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Hi Swapna,
After re-reading your app description, something else come up.
Everybody knows we all fail into all sort of temptations and food temptations are not different. Why not register all these temptations that we all fail into? The app would then tell the user something like "you gave in and eat some chocolate, so you owe me a 45min jogging to compensate for that"
(45min jogging is, obviously, just an example).
The app would then keep a record off this and would show some graphic or "balance" sheet of failed temptations and compensations...
Nuno

Swapna,
Peer pressure, or role models and a little bit of health competition, are probably one of the most effective ways to help change. So, if your app shares the user eating habits and struggle to change with a group of friends (or role models), it could help that change.
On the other hand the app should be "smart" enough to keep track of what the user is doing and try to guide in to the best healthy path as well as be able to cross check the app data with other possible health data the user might have (for example if there are any exercising, weight logs, etc)

Hi Swapna, thanks for your invitation and I'll try to help as much as possible.
Your app idea seem great and I would just add one general comment: the user "tells" the app what he/she is craving for and the app suggests a healthier alternative that should look like, smell like, feel like and taste like what he/she is craving for.