Abstract: In some implementations, an augmented reality device may establish a link with a transaction device. The augmented reality device may scan a surrounding environment to identify one or more objects in the surrounding environment using computer vision. The augmented reality device may determine, based on a notification that the transaction device was used to perform a transaction, a category associated with one or more objects that were identified in the surrounding environment at a time that the transaction was performed. The augmented reality device may send, to a transaction backend system, information that identifies a merchant category code (MCC) associated with the transaction based on the category associated with the one or more objects that were identified in the surrounding environment at the time that the transaction was performed.