The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.
The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.
Patent No.:
Date of Patent:
Nov. 03, 2020
Filed:
Jan. 30, 2018
Hubspot Inc., Cambridge, MA (US);
Jake Kramer, Cambridge, MA (US);
Michael Axiak, Somerville, MA (US);
HUBSPOT, INC., Cambridge, MA (US);
Abstract
Provided herein is a method of preparing a route for a new message through a plurality of networked nodes in an Internet Protocol-based network including calculating a recipient quality score based on a message engagement event with a past message, applying at least one model to determine a probability of the recipient engaging with the new message, based on at least one of the recipient quality score or the determined probability, determining a quality metric, and selecting the route from among a plurality of quality-specific tranches of available routes based on a prediction of the probability of engagement for the new message by applying a machine learning system to determine which route produces a greater likelihood of engagement for parameters of the new message than other routes. New messages for recipients with a first quality metric are sent using a different route than recipients with a second quality metric.