Computer-based real-time relevance systems configured for domain name search personalization and methods of use thereof

Abstract

A method includes obtaining behavior information associated with a first request for a domain registration from a requester at a remote computing device, generating requester profile information based on the behavior information, receiving a second request for a domain registration from the requester, the second request being subsequent to the first request, generating, by executing a machine learning model, a first plurality of candidate domain names based on the second request and the updated requester profile information, generating a second plurality of candidate domain names by querying a domain registrar based on the first plurality of candidate domain names, wherein the second plurality of candidate domain names are available domain names, transmitting the second plurality of candidate domain names to the remote computing device, as to instruct the remote computing device to display the second plurality of candidate domain names for the requester to make selections.