Does the app recommend gifts based on my preferences or my contacts

Yes, the app combines both. It analyses your own interests, favourites, colours and lists, as well as the visible wishes of your friends.
This makes the recommendations more accurate and relevant—helping you discover ideas that match your style or suit your contacts’ tastes.
It’s a flexible way to find inspiration for birthdays, holidays, or special occasions.