公开(公告)号：US20240070741A1

公开(公告)日：2024-02-29

申请号：US17898953

申请日：2022-08-30

Applicant: MFTB Holdco, Inc.

Inventor： Sangdi Lin ,  Egor Klevak ,  Joshua Urbanovsky ,  Michael Messenger ,  Ondrej Linda ,  Siddhi Vakil

IPC: G06Q30/06 ,  G06Q30/02 ,  G06Q50/16

CPC classification number: G06Q30/0627 ,  G06Q30/0201 ,  G06Q30/0643 ,  G06Q50/165 ,  G06F16/29

Abstract: Systems and methods for providing visual indications of time sensitive real estate listing information on a Graphical User Interface (GUI) are disclosed. To provide users with visual indications of real estate listings that may sell soon with respect to a given region, the system uses days-sold information, real estate listing attributes, and user interaction data corresponding to a set of real estate listings associated with a given region to train a machine learning model to generate a selling soon prediction. The system then provides a days-on-market value, a set of home attributes, and user interaction data associated with a subject real estate listing as input to the machine learning model. The system then generates a selling soon prediction by applying the machine learning model and generates for display, on a GUI displaying information of the subject real estate listing, a visual indication of the selling soon prediction.