A/B testing for sendouts

Summary: A/B testing involves testing campaign communications online with your supporters. Most of the guide focuses on testing email communications, but you can also test web page formats and social media responses. The idea is to make a change and try two approaches (A/B) in order to measure, through response statistics, which approach gets the most uptake from audiences. It can be seen as a way of optimizing campaign communications but is also viewed as a form of active listening for many groups who want to campaign in ways that are better aligned with the interests of their supporter base.

Input and resources for this how-to were provided by: 

Amara Possian (ex Leadnow.ca) and Jon Lloyd (ex Sumofus.org), 

This how-to was prepared by: 

Amara Possian, Tom Liacas, Natasha Adams, Jon Lloyd 

Reviewed by: Michael Silberman, David Karpf

View embedded version

All of our guides live online as Google docs since they are constantly being revised and added to. They can be downloaded and shared freely among progressives. If you would like to add some information or comment on the existing version, please request this access via the form below.
Open Google Doc in a new tab

Access the full version

All of our guides live online as Google docs since they are constantly being revised and added to. They can be downloaded and shared freely among progressives. If you would like to add some information or comment on the existing version, please request this access via the form below.