Abstract: Techniques for managing a return request may be provided. For example, a user may want to return an item that the user received from an item provider via an electronic marketplace. The user can take a picture of the item and transmit the image to a computer that determines that the user would like to return the item. The computer may also determine that the item is returnable (e.g., was provided to the user within an allowable timeframe, satisfies a constraint for returning the item). The computer can initiate a return of the item. In some examples, the computer can also determine a convenient return location or the reason that the user is returning the item to the item provider.