Abstract: A method to facilitate vehicle inspection is described. The method may include obtaining first scan information and second scan information from a user device. The first scan information may be associated with a first barcode disposed at a vehicle first component and the second scan information may be associated with a second barcode disposed at a vehicle second component. The method may further include determining a first authenticity score for the first scan information and a second authenticity score for the second scan information. The method may include transmitting a request to the user device to provide additional information when the first authenticity score or the second authenticity score may be less than a threshold, or transmitting an inspection completion notification to the user device when the first authenticity score and the second authenticity may be greater than the threshold.