SYSTEMS AND METHODS FOR VEHICLE PURCHASE RECOMMENDATIONS

摘要

A vehicle data system may receive, via a website, a user query about a vehicle or features of a vehicle that may not actually exist. The vehicle data system can transform a set of features representing a query vehicle associated with the user query into a query vehicle feature vector, compare the query vehicle feature vector with one or more inventory vehicle feature vectors representative of one or more dealer inventory vehicles, determine a similarity score between the query vehicle and the one or more dealer inventory vehicles, and generate at least one recommendation based on the similarity score, for instance, a great match and/or a good match to the vehicle that the user has inquired about. The at least one recommendation can be presented via the website in real time.

主权项

1. A system, comprising:
one or more computing devices; and a vehicle data system embodied on at least one server machine communicatively connected to the one or more computing devices, the vehicle data system comprising a processing module, wherein the processing module is configured to:
receive a user query about vehicle features via a website;transform a set of features representing a query vehicle associated with the user query into a query vehicle feature vector;compare the query vehicle feature vector with one or more inventory vehicle feature vectors representative of one or more dealer inventory vehicles;determine a similarity score between the query vehicle and the one or more dealer inventory vehicles;generate at least one recommendation based on the similarity score; andpresent the at least one recommendation via the website.