IP Library Granted Patent US 10,911,394
Granted Patent B2
US 10,911,394 · App. 15/884,268 · Granted Feb 2, 2021

Mitigating abuse in an electronic message delivery environment

Inventors: Jake Kramer (Cambridge, MA); Xi Wang (Needham, MA); Tom Monaghan (Dorchester, MA); Paul Weston (Billerica, MA); Mark Greene (Boston, MA)
Assignee: HUBSPOT, INC.
H04L51/34G06N3/08G06N7/005G06N20/00G06Q10/107G06Q30/0248G06Q30/0277H04L51/08H04L51/12H04L51/18H04L51/22H04L51/28H04L61/2007
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Quick Facts
Patent No.
US 10,911,394
App. No.
15/884,268
Filed
Jan 30, 2018
Granted
Feb 2, 2021
Kind
B2
Art Unit
2455
USPC
709/206
Abstract

Provided herein is an electronic message management platform that enables calculating a size of a sample of a message recipient list that delivers a confidence level greater than threshold for the entire message recipient list by applying a predicted bounce percent for the list to a sample size selection algorithm, selecting a total of recipients in the message recipient list that is consistent with the sample size, processing messages to each of the recipients in the sample, monitoring message life cycle events for the recipients in the sample set over a period of time, and based on the monitoring taking an action with the message recipient list selected from a list of recipient list actions consisting of processing remaining recipients in the message recipient list and halting processing of the message recipient list.

Claims (10)

1. A method comprising:

calculating a size of a sample of a message recipient list that delivers a confidence level greater than threshold for the entire message recipient list by applying a predicted bounce percent for the list to a sample size selection algorithm;

selecting a total of recipients in the message recipient list that is consistent with the sample size;

processing messages to each of the recipients in the sample;

monitoring message life cycle events for the recipients in the sample set over a period of time; and

based on the monitoring taking an action with the message recipient list selected from a list of recipient list actions consisting of processing remaining recipients in the message recipient list and halting processing of the message recipient list.

2. The method of claim 1 , wherein the period of time is a number of minutes less than ten minutes.

3. The method of claim 1 , wherein the period of time is determined when a threshold percentage of recipients produce life cycle events that include a recipient message engagement event.

4. The method of claim 3 , wherein the threshold is greater than at least one of 90%, 95% and 99%.

5. The method of claim 1 , wherein selecting the recipients comprises selecting recipients in an order in which they are stored in the message recipient list.

Assignments (2)
SECURITY INTEREST Recorded Feb 12, 2026
From: HUBSPOT, INC.
To: BANK OF AMERICA, N.A.
Reel/Frame 074818/0036 →
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Feb 14, 2018
From: KRAMER, JAKE; WANG, XI; MONAGHAN, TOM; WESTON, PAUL; GREENE, MARK
To: HUBSPOT INC.
Reel/Frame 044928/0459 →
Continuity (2)
Provisional Application 62451974 · Jan 30, 2017
Related Publication 20180219820A1 · Aug 2, 2018
Cited By (5)
US 12,271,847 US 12,271,926 US 12,493,582 US 12,511,256 US 12,688,474