Abstract: Exemplary embodiments are related to image-based acquisition systems and methods. An image-based acquisition system identifies one or more items in one or more receipts of previous transactions that are associated with one or more coupons received by the system through a mobile application, and automatically applies a credit associated with the one or more coupons to the user account based on the identified one or more items. The image-based acquisition system further automatically identifies one or more items that are associated with one or more coupons received via the mobile application and available for sale, and automatically adds the one or more items to an existing or new online order for a user associated with the user account.