System and method for providing a score for a used vehicle
One embodiment of the system and method described herein provides a score generator system that generates an automated vehicle specific valuation of a used car based on the physical and historical attributes of that vehicle. This score may indicate the likelihood that the vehicle will be on the road in a specific period of time. The score may give an absolute percentage of such likelihood or it may give a value relative to all other used vehicles in a database, all other used vehicles of the same make/model/year, or a certain subset of the vehicles in a database. In one embodiment, the score generator system includes a data link module for linking vehicle data and filter module for applying a multi-level filters that process the linked vehicle data.
1. A vehicle scoring system for generating a vehicle risk assessment score, comprising:
a vehicle data store comprising historical vehicle information for a plurality of vehicles and from a plurality of external data stores, the historical vehicle information including at least one of: historical vehicle accident data, historical vehicle ownership data, or historical vehicle events data; and
a vehicle score server comprising one or more processors programmed to execute instructions that cause at least one processor of the one or more processors to:
receive a request from an interface operated by a user at a remote computing device, the request including a vehicle request indicator data package corresponding to a vehicle;
automatically process the vehicle request indicator data package to automatically determine a unique identifier data set associated with the vehicle;
initiate an electronic request to the vehicle data store using the unique identifier data set to request a first set of historical vehicle data that corresponds to the vehicle associated with the unique identifier data set;
access the first set of historical vehicle data;
apply one or more risk filters to the first set of historical vehicle data to generate a plurality of risk factors that represent relative risk associated with the vehicle;
assign a value to at least one risk factor of the plurality of risk factors;
weight values of the first set of historical vehicle data, wherein weighting is determined by a predetermined risk model applied to retrieved data stored in the vehicle data store;
generate a vehicle history score for the vehicle based on the plurality of risk factors and the weighted values, wherein the vehicle history score corresponds, at least in part, to a relative risk associated with the vehicle; and
generate an electronic data packet or transmission from the vehicle scoring system to the remote computing device through a communication link, the electronic data packet including a standardized graphic view comprising a secure, electronic score tile including an uneditable representation of an electronic indication of the vehicle history score, the electronic data packet configured to cause the interface to render the electronic indication on a display device of the remote computing device, the electronic indication of the vehicle history score including a numerical value within a numerical range having a high threshold and a low threshold, the numerical value indicative of the vehicle history score of the vehicle.
2. The vehicle scoring system of claim 1 , wherein the vehicle request indicator data package comprises information for identifying the unique identifier data set associated with the vehicle.
3. The vehicle scoring system of claim 1 , wherein the high threshold does not exceed one thousand.
4. The vehicle scoring system of claim 1 , wherein the vehicle history score is generated based on one or more of a quantity of owners in a vehicle history of the vehicle, a current mileage of the vehicle, accident records of the vehicle, title records of the vehicle, usage records of the vehicle, auction records of the vehicle, insurance records of the vehicle, and repossession records of the vehicle.
5. The vehicle scoring system of claim 1 , wherein the electronic data packet or transmission further includes data related to the vehicle to be rendered alongside the electronic indication.
6. The vehicle scoring system of claim 1 , wherein the vehicle data store further stores one or more of vehicle emissions records, vehicle mileage records, vehicle type of use records, and vehicle theft and recovery records.
7. The vehicle scoring system of claim 1 , wherein the instructions further cause the at least one processor to determine if the vehicle belongs in one of a plurality of segments of vehicles, wherein each segment of the plurality of segments is scored differently.
8. The vehicle scoring system of claim 1 , wherein the one or more processors further execute instructions that cause the at least one processor to generate an insurance risk valuation for the vehicle based at least in part on the generated vehicle history score.
9. A computer-implemented method for generating a vehicle risk assessment score, the method comprising:
storing, a vehicle data store comprising historical vehicle information for a plurality of vehicles and from a plurality of external data stores, the historical vehicle information including at least one of: historical vehicle accident data, historical vehicle ownership data, or historical vehicle events data;
receiving a request from an interface operated by a user at a remote computing device, the request including a vehicle request indicator data package corresponding to a vehicle;
automatically processing the vehicle request indicator data package to automatically determine a unique identifier data set associated with the vehicle;
initiating an electronic request to the vehicle data store using the unique identifier data set to request a first set of historical vehicle data that corresponds to the vehicle associated with the unique identifier data set;
accessing the first set of historical vehicle data;
applying one or more risk filters to the first set of historical vehicle data to generate a plurality of risk factors that represent relative risk associated with the vehicle;
assigning a value to at least one risk factor of the plurality of risk factors;
weighting values of the first set of historical vehicle data, wherein weighting is determined by a predetermined risk model applied to retrieved data stored in the vehicle data store;
generating a vehicle history score for the vehicle based on the plurality of risk factors and the weighted values, wherein the vehicle history score corresponds, at least in part, to a relative risk associated with the vehicle; and
generating an electronic data packet or transmission to the remote computing device through a communication link, the electronic data packet including a standardized graphic view comprising a secure, electronic score tile including an uneditable representation of an electronic indication of the vehicle history score, the electronic data packet configured to cause the interface to render the electronic indication on a display device of the remote computing device, the electronic indication of the vehicle history score including a numerical value within a numerical range having a high threshold and a low threshold, the numerical value indicative of the vehicle history score of the vehicle.
10. The method of claim 9 , wherein the vehicle request indicator data package comprises information for identifying the unique identifier data set associated with the vehicle.
11. The method of claim 9 , wherein the high threshold does not exceed one thousand.
12. The method of claim 9 , wherein the vehicle history score is generated based on one or more of a quantity of owners in a vehicle history of the vehicle, a current mileage of the vehicle, accident records of the vehicle, title records of the vehicle, usage records of the vehicle, auction records of the vehicle, insurance records of the vehicle, and repossession records of the vehicle.
13. The method of claim 9 , wherein the electronic data packet or transmission further includes data related to the vehicle to be rendered alongside the electronic indication.
14. The method of claim 9 , wherein the vehicle data store further stores one or more of vehicle emissions records, vehicle mileage records, vehicle type of use records, and vehicle theft and recovery records.
15. The method of claim 9 , further comprising determining if the vehicle belongs in one of a plurality of segments of vehicles, wherein each segment of the plurality of segments is scored differently.
16. The method of claim 9 , further comprising generating a valuation for the vehicle based at least in part on the vehicle history score.
17. A non-transitory, computer-readable storage media storing computer-executable instructions that, when executed by a computer system, configure the computer system to perform operations comprising:
storing in the computer system, a vehicle data store comprising historical vehicle information for a plurality of vehicles and from a plurality of external data stores, the historical vehicle information including at least one of: historical vehicle accident data, historical vehicle ownership data, or historical vehicle events data;
receiving a request from an interface operated by a user at a remote computing device, the request including a vehicle request indicator data package corresponding to a vehicle;
automatically processing the vehicle request indicator data package to automatically determine a unique identifier data set associated with the vehicle;
initiating an electronic request to the vehicle data store using the unique identifier data set to request a first set of historical vehicle data that corresponds to the vehicle associated with the unique identifier data set;
accessing the first set of historical vehicle data;
applying one or more risk filters to the first set of historical vehicle data to generate a plurality of risk factors that represent relative risk associated with the vehicle;
assigning a value to at least one risk factor of the plurality of risk factors;
weighting values of the first set of historical vehicle data, wherein weighting is determined by a predetermined risk model applied to retrieved data stored in the vehicle data store;
generating a vehicle history score for the vehicle based on the plurality of risk factors and the weighted values, wherein the vehicle history score corresponds, at least in part, to a relative risk associated with the vehicle; and
generating an electronic data packet or transmission from the computer system to the remote computing device through a communication link, the electronic data packet including a standardized graphic view comprising a secure, electronic score tile including an uneditable representation of an electronic indication of the vehicle history score, the electronic data packet configured to cause the interface to render the electronic indication on a display device of the remote computing device, the electronic indication of the vehicle history score including a numerical value within a numerical range having a high threshold and a low threshold, the numerical value indicative of the vehicle history score of the vehicle.
18. The non-transitory, computer-readable storage media of claim 17 , wherein the vehicle request indicator data package comprises information for identifying the unique identifier data set associated with the vehicle.
19. The non-transitory, computer-readable storage media of claim 17 , wherein the high threshold does not exceed one thousand.
20. The non-transitory, computer-readable storage media of claim 17 , wherein the vehicle history score is generated based on one or more of a quantity of owners in a vehicle history of the vehicle, a current mileage of the vehicle, accident records of the vehicle, title records of the vehicle, usage records of the vehicle, auction records of the vehicle, insurance records of the vehicle, and repossession records of the vehicle.