Cars.com, LLC

Chirag S Patel

Addhyan Pandey

William R Page

Alexis Wells Carpenter

Sainaga Srikantham

Bree J Radloff

Audrey Salerno

Michael D Heinley

Greg Heidorn

Barbara August

David Matthew Krell

Seth Goldberg

Joao Moreira

Samantha Volker

Michael N Morgan

Dennis R Sherman

Leena Ansari

Sanjay Kumar Dasari

Systems, methods, and computer-readable medium storing instructions for identifying low-quality signals of an electronic listing of a listing entity are described herein. The method, system, or instructions may include ingesting text including listing information of the electronic listing and listing entity information of the listing entity; normalizing the text; parsing the text to identify a plurality of phrases; generating a set of category scores for each of at least one of the plurality of phrases; identifying, based on the on the sets of category scores, one or more low-quality signals each including a low-quality phrase and low-quality categories; and presenting an indication of the one or more low-quality signals with the electronic listing.

Systems and methods for identifying signals of low-quality listings

Systems and methods for guided vehicle matching are disclosed. In order to generate vehicle recommendations for a user of an electronic vehicle listing service, a plurality of vehicle-related lifestyle options are presented to the user, and a user selection received. Additional data regarding the user's vehicle preferences, requirements, or usage may be obtained. Based upon such information, a set of example vehicles is generated and presented to the user. Each example vehicle has characteristics representing a plurality of other vehicles. Based upon user ratings or selections of at least some of the example vehicles, a plurality of vehicle recommendations for specific available vehicles are generated and presented to the user. In some embodiments, further user interaction with such recommendations is used to refine the vehicle recommendations and identify additional vehicle recommendations.

Method, system, and manufacture for personalized vehicle matching based upon user preferences

Growing community of inventors

Naperville, IL, United States of America

Chirag S Patel