Systems and methods for developing temporal behavioral profiles are disclosed. A system for developing temporal behavioral profiles may include a memory storing instructions and at least one processor configured to execute instructions to perform operations including: receiving first transaction information; determining that the first transaction information shares a threshold amount of attributes with second transaction information; based on the determination that the first transaction information shares a threshold amount of attributes with the second transaction information, determining that the first transaction information and the second transaction information are associated with a single purchaser; constructing a temporal behavioral profile for the single purchaser based on the first transaction information and the second transaction information, the temporal behavioral profile being configured for predicting at least one future transaction associated with the single purchaser; and predicting the at least one future transaction associated with the single purchaser using the temporal behavioral profile.