Mileage reimbursement is the reimbursement you receive for using a personal vehicle for business purposes. The reimbursement covers all costs of owning and driving your vehicle for the qualified miles. The IRS mileage reimbursement covers the use of specific vehicles, namely: cars, vans, pickups, and panel trucks.