US 11,935,078 B2
Intelligent dealership recommendation engine
Micah Price, The Colony, TX (US); Qiaochu Tang, Frisco, TX (US); Geoffrey Dagley, McKinney, TX (US); and Avid Ghamsari, Carrollton, TX (US)
Assigned to Capital One Services, LLC, McLean, VA (US)
Filed by Capital One Services, LLC, McLean, VA (US)
Filed on Aug. 18, 2021, as Appl. No. 17/405,794.
Application 17/405,794 is a continuation of application No. 16/871,662, filed on May 11, 2020, granted, now 11,126,931.
Prior Publication US 2021/0374616 A1, Dec. 2, 2021
This patent is subject to a terminal disclaimer.
Int. Cl. G06Q 30/0202 (2023.01); G06N 5/025 (2023.01); G06N 7/01 (2023.01); G06N 20/00 (2019.01); G06F 18/214 (2023.01)
CPC G06Q 30/0202 (2013.01) [G06N 5/025 (2013.01); G06N 7/01 (2023.01); G06N 20/00 (2019.01); G06F 18/214 (2023.01)] 20 Claims
OG exemplary drawing
 
1. A computer-implemented method comprising:
receiving, from a user device, customer information corresponding to a customer;
determining, by a computing device associated with a vehicle dealership based on the customer information, a first set of vehicles;
determining a second set of vehicles, which is in an inventory of the vehicle dealership, wherein the second set of vehicles is a subset of the first set of vehicles;
determining, using a machine learning model, a pricing model for financing the first set of vehicles;
determining, by the computing device associated with a vehicle dealership and based on an objective maximization function, a value for each vehicle within the second set of vehicles, wherein the value indicates:
a first probability that the customer will purchase the vehicle, and
a second probability that a profitability of a sale price of the vehicle is agreeable to the vehicle dealership, and
wherein the value is determined based on inputting the customer information and vehicle information into the pricing model;
generating a list of vehicles based on the second set of vehicles, sorted by the value for each vehicle; and
outputting, by the computing device associated with a vehicle dealership, the list of vehicles.