An appointment and payment handling system may operate to handle payments for appointments based on user locations at times associated with appointments. The appointment and payment handling system may determine if a location of a customer device associated with a customer associated with an appointment matches a location associated with the appointment. If the locations match, the appointment and payment handling system may create a payment record for a payment to the merchant from the customer based on the determination that the customer location matches the location associated with the appointment.