Vehicle rating system

• US 10,528,989 B1
• Filed: 02/08/2016
• Issued: 01/07/2020
• Est. Priority Date: 02/08/2016
• Status: Active Grant

• Current Assignee: Allstate Insurance Company (Allstate Corporation)
• Original Assignee: Allstate Insurance Company (Allstate Corporation)
• Inventors: Irey, Grady
• Primary Examiner(s): Tran, Hai
• Application Number:
  US15/018,265
• Time in Patent Office: 1,429 Days
• Field of Search: 705 4, 705306
• CPC Class Codes: G06Q 30/0278 Product appraisal
• CPC Class Codes: G07C 5/008 communicating information to a remotely located station transmission systems for measured values G08C
• CPC Class Codes: G07C 5/02 Registering or indicating driving, working, idle, or waiting time only apparatus forming part of taximeters G07B13/00
• CPC Class Codes: G07C 5/08 Registering or indicating performance data other than driving, working, idle, or waiting time, with or without registering driving, working, idle or waiting time
• CPC Class Codes: G07C 5/0841 Registering performance data recording measured values G01D; information storage G11B

Abstract

A system may include a telematics device associated with a vehicle, a first computing device associated with a driver of the vehicle, and a server. The server may receive, from the telematics device, driving data of the driver of the vehicle and use the driving data to identify one or more driving behaviors of the driver over a predetermined period of time. The server may then estimate a residual value for the vehicle based on the one or more driving behaviors of the driver and determine whether or not the vehicle is ready for sale or trade-in based on the one or more driving behaviors of the driver and the residual value of the vehicle. Furthermore, the server may transmit, to the first computing device, a notification indicating whether or not the vehicle is ready for sale or trade-in, wherein the notification comprises the residual value of the vehicle.

Claims

1. A system comprising:

a telematics device associated with a vehicle having one or more sensors arranged therein;

a first computing device associated with a driver of the vehicle; and

a driving behaviors analysis server, comprising hardware including a processor, memory and a database, the server configured to;

receive, from the one or more sensors and via the telematics device, real-time driving data of the driver of the vehicle over a predetermined period of time, the real-time driving data collected from the one or more sensors while the driver is driving the vehicle;

based on the real-time driving data, identify one or more driving behaviors of the driver over the predetermined period of time;

estimate a residual value for the vehicle based on the one or more driving behaviors of the driver;

determine that the vehicle is ready for sale or trade-in based on the one or more driving behaviors of the driver and the residual value of the vehicle;

parse data regarding a plurality of rated vehicles in the database;

based on the parsing, generate a customized recommendation presenting information regarding one or more rated vehicles for lease or purchase, wherein each of the one or more rated vehicles comprises safety ratings that correspond to the driver'"'"'s one or more driving behaviors; and

transmit, to the first computing device, a notification indicating that the vehicle is ready for sale or trade-in and the customized recommendation, wherein the notification comprises the residual value of the vehicle.

2. The system of claim 1, wherein the driving behaviors analysis server is further configured to:

determine that the vehicle is ready for sale or trade-in by identifying that the residual value of the vehicle is below a predefined threshold value.

3. The system of claim 1, wherein the driving behaviors analysis server is further configured to:

determine that the vehicle is not ready for sale or trade-in based on identifying that the residual value of the vehicle is equal to or above a predefined threshold value.

4. The system of claim 1, wherein the driving behaviors for the driver are based on at least one of driving speeds, acceleration, braking, steering, miles driven, road conditions, and amount of time driven.

5. The system of claim 1, wherein the predetermined period of time corresponds to a period of time set by a lease agreement for the vehicle.

6. The system of claim 1, wherein the vehicle is purchased or leased by the driver, and wherein the driver is a policyholder of an insurance company.

7. An apparatus comprising:

at least one processor;

a database;

a network interface configured to communicate, via a network, with a telematics device associated with a vehicle having one or more sensors arranged therein and a first computing device; and

a memory storing computer-readable instructions that, when executed by the at least one processor, cause the apparatus to;

receive, from the telematics device, real-time driving data of a driver of the vehicle over a predetermined period of time, the real-time driving data collected from the one or more sensors while the driver is driving the vehicle;

based on the real-time driving data, identify one or more driving behaviors of the driver over the predetermined period of time;

estimate a residual value for the vehicle based on the one or more driving behaviors of the driver;

determine that the vehicle is ready for sale or trade-in based on the one or more driving behaviors of the driver and the residual value of the vehicle;

parse data regarding a plurality of rated vehicles in the database;

based on the parsing, generate a customized recommendation presenting information about one or more rated vehicles for lease or purchase, wherein each of the one or more rated vehicles comprises safety ratings that correspond to the driver'"'"'s one or more driving behaviors; and

transmit, to the first computing device, a notification indicating that the vehicle is ready for sale or trade-in and the customized recommendation, wherein the notification comprises the residual value of the vehicle.

8. The apparatus of claim 7, wherein the instructions, when executed by the at least one processor, further cause the apparatus to:

determine that the vehicle is ready for sale or trade-in by identifying that the residual value of the vehicle is below a predefined threshold value.

9. The apparatus of claim 8, wherein the instructions, when executed by the at least one processor, further cause the apparatus to:

determine that the vehicle is not ready for sale or trade-in based on identifying that the residual value of the vehicle is equal to or above a predefined threshold value.

10. The apparatus of claim 7, wherein the driving behaviors for the driver are based on at least one of driving speeds, acceleration, braking, steering, miles driven, road conditions, and amount of time driven.

11. The apparatus of claim 7, wherein the predetermined period of time corresponds to a period of time set by a lease agreement for the vehicle.

12. The apparatus of claim 7, wherein the vehicle is purchased or leased by the driver, and wherein the driver is a policyholder of an insurance company.

13. A method comprising:

receiving, from a telematics device associated with a vehicle having one or more sensors arranged therein, real-time driving data of a driver of the vehicle over a predetermined period of time the real-time driving data collected from the one or more sensors while the driver is driving the vehicle;

based on the real-time driving data, identifying, by one or more computing devices, one or more driving behaviors of the driver over the predetermined period of time;

estimating a residual value for the vehicle based on the one or more driving behaviors of the driver;

determining, by the one or more computing devices, that the vehicle is ready for sale or trade-in based on the one or more driving behaviors of the driver and the residual value of the vehicle;

parsing, by the one or more computing devices, data regarding a plurality of rated vehicles in a database;

based on the parsing, generating, by the one or more computing devices, a customized recommendation presenting information regarding one or more rated vehicles for lease or purchase, wherein each rated vehicle comprises safety ratings that correspond to the driver'"'"'s one or more driving behaviors; and

transmitting, by the one or more computing devices and to the driver, a notification indicating that the vehicle is ready for sale or trade-in and the customized recommendation, wherein the notification comprises the residual value of the vehicle.

14. The method of claim 13, further comprising:

determining, by the one or more computing devices, that the vehicle is ready for sale or trade-in by identifying that the residual value of the vehicle is below a predefined threshold value.

15. The method of claim 13, further comprising:

determining, by the one or more computing devices, that the vehicle is not ready for sale or trade-in based on identifying that the residual value of the vehicle is equal to or above a predefined threshold value.

16. The method of claim 13, wherein the driving behaviors for the driver are based on at least one of driving speeds, acceleration, braking, steering, miles driven, road conditions, and amount of time driven.

17. The method of claim 13, wherein the predetermined period of time corresponds to a period of time set by a lease agreement for the vehicle.

18. The method of claim 13, wherein the vehicle is purchased or leased by the driver, and wherein the driver is a policyholder of an insurance company.