Web push

How to A/B test your push notifications

Last updated -
June 10, 2026
Author photo
Aleksandra Kozioł
3 min

Research your push notifications using A/B testing to get the most out of the features available.

A/B testing essentials

Simply put, AB testing allows you to check the performance of different aspects of your message on a portion of your subscribers or followers. Before launching a post or campaign to your entire base, you can create two variants and compare their results. This allows you to pick out the catchiest option.

For example, you can test:

  • the best subject line for mailing or newsletter
  • the perfect picture for a social media post
  • the optimal sending time of any marketing campaign

Consistent testing is especially important at the beginning of a journey with any channel in your arsenal. This includes web and mobile push.

web push notification example ecommerce ab test
time for shopping web push notification

Why should you A/B test push notifications?

Push notification consists of short content, an even shorter title, and additional elements like action buttons and a large image. It may seem that there's not much to test. But contrary to this, there's much opportunity to test and improve both web and mobile push.

Thanks to employing A/B testing you can:

  • improve CTA and increase the number of subscribers actively engaging with your offer,
  • build subscribers' loyalty and bolster their sympathy for the brand,
  • make sure that the tone of push notifications fits with your tone of voice even in a short form.

The testing process is easy and intuitive. It won't take much of your time and the results will be presented in a comprehensive form. But first, you have to come up with a plan.

A/B testing your push notifications

The first step to successful A/B testing of push notifications is fairly obvious. You need to have a plan. Define what's to be tested and to what end.

As a rule of thumb, testing one parameter at a time is better. This will show you the exact aspect that improves CTR ratings without the guesswork and choosing between several changes.

The next thing is picking the target group for your test. The number should be representative so that you can extrapolate the results to the whole targeted group. A sample that is too slow will be statistically void. But on the other hand, if you decide to test your variants on a large scale, it can interfere with the general results of your campaign - when the less clickable version reaches too many subscribers.

system ab tests web push

Elements to test in push notifications

Many parameters can impact the results of a push campaign.

Content

Words have power - some more than others. That's why you can see the results of:

  • different message lengths - maybe you'll do better with the absolute minimum of letters. Or perhaps your subscribers like it better when more details are included in a push.
  • urgency - test different keywords to emphasize the haste, like "Buy now", Limited offer" and so on. Alternatively, if you run a news portal, try 'Breaking news' or other iterations of 'This just in'. experiment with the best possible combinations, both in text and graphic cues.
  • emojis - see how your subscribers react to additional icons in your messages. Correctly used, they can even help you save space. Your mileage may vary, depending on your audience's age. 
  • tone of voice - make sure that your messages fit the overall tone of your company, even in the shortest form. Experiment with humor but don't try to be the funniest person in the room - the joke can be easily lost on your audience.

Additional elements

A picture can be stronger than a thousand words. It matters even more when the number of words is limited.

  • large image - experiment with the content of your promotional graphics. Ensure they fit with your website's overall image guidelines, color palette, and so on.
  • action buttons - you can see if they work better with a message and experiment with their titles.
  • expire date - examine how long the message should be displayed before it expires.

A/B testing in PushPushGo

We've made our testing feature as simple and comprehensive as it gets. You can see the results when the test ends and the winning message is sent automatically to the desired group.

You can find the comprehensive guide to our A/B testing feature here.

web push a/b testing

If you have any more questions, contact our team at hello@pushpushgo.com.

Aleksandra Kozioł
Content Specialist @PushPushGo

Editor and writer. She is interested in media and new technologies. 

Also on PushPushGo blog

Web push

40+ Push Notification Examples for Ecommerce, Media, SaaS and Apps

A practical collection of 40+ push notification examples for ecommerce, media, SaaS, mobile apps and transactional messages. The article shows how to create more effective notifications by focusing on the right timing, audience, message and call to action, with real examples you can easily adapt to your own campaigns.
August 17, 2026
16 min
Online marketing inisghts

Cart abandonment email best practices: 12 ways to recover more sales

Learn abandoned cart email best practices that help ecommerce brands recover lost sales with stronger timing, content, offers and cart recovery strategies.
July 30, 2026
23 min
Online marketing inisghts
Web push
Mobile push

Push notification strategy: build yours for 2026

Learn how to build a push notification strategy that brings users back, improves retention, and supports sales without annoying your audience.
May 28, 2026
25 min

Start your free trial

Web push | Mobile push | Transactional notifications
Onsite notifications | Pop-up | In-app | WhatsApp channels
Start a 14-day trial!
Mountains
Written by
Alec Whitten
Published on
17 January 2022

Introduction

Mi tincidunt elit, id quisque ligula ac diam, amet. Vel etiam suspendisse morbi eleifend faucibus eget vestibulum felis. Dictum quis montes, sit sit. Tellus aliquam enim urna, etiam. Mauris posuere vulputate arcu amet, vitae nisi, tellus tincidunt. At feugiat sapien varius id.

Eget quis mi enim, leo lacinia pharetra, semper. Eget in volutpat mollis at volutpat lectus velit, sed auctor. Porttitor fames arcu quis fusce augue enim. Quis at habitant diam at. Suscipit tristique risus, at donec. In turpis vel et quam imperdiet. Ipsum molestie aliquet sodales id est ac volutpat.

Office setting
Image caption goes here
Dolor enim eu tortor urna sed duis nulla. Aliquam vestibulum, nulla odio nisl vitae. In aliquet pellentesque aenean hac vestibulum turpis mi bibendum diam. Tempor integer aliquam in vitae malesuada fringilla.

Elit nisi in eleifend sed nisi. Pulvinar at orci, proin imperdiet commodo consectetur convallis risus. Sed condimentum enim dignissim adipiscing faucibus consequat, urna. Viverra purus et erat auctor aliquam. Risus, volutpat vulputate posuere purus sit congue convallis aliquet. Arcu id augue ut feugiat donec porttitor neque. Mauris, neque ultricies eu vestibulum, bibendum quam lorem id. Dolor lacus, eget nunc lectus in tellus, pharetra, porttitor.

"Ipsum sit mattis nulla quam nulla. Gravida id gravida ac enim mauris id. Non pellentesque congue eget consectetur turpis. Sapien, dictum molestie sem tempor. Diam elit, orci, tincidunt aenean tempus."

Tristique odio senectus nam posuere ornare leo metus, ultricies. Blandit duis ultricies vulputate morbi feugiat cras placerat elit. Aliquam tellus lorem sed ac. Montes, sed mattis pellentesque suscipit accumsan. Cursus viverra aenean magna risus elementum faucibus molestie pellentesque. Arcu ultricies sed mauris vestibulum.

Conclusion

Morbi sed imperdiet in ipsum, adipiscing elit dui lectus. Tellus id scelerisque est ultricies ultricies. Duis est sit sed leo nisl, blandit elit sagittis. Quisque tristique consequat quam sed. Nisl at scelerisque amet nulla purus habitasse.

Nunc sed faucibus bibendum feugiat sed interdum. Ipsum egestas condimentum mi massa. In tincidunt pharetra consectetur sed duis facilisis metus. Etiam egestas in nec sed et. Quis lobortis at sit dictum eget nibh tortor commodo cursus.

Odio felis sagittis, morbi feugiat tortor vitae feugiat fusce aliquet. Nam elementum urna nisi aliquet erat dolor enim. Ornare id morbi eget ipsum. Aliquam senectus neque ut id eget consectetur dictum. Donec posuere pharetra odio consequat scelerisque et, nunc tortor. Nulla adipiscing erat a erat. Condimentum lorem posuere gravida enim posuere cursus diam.

Weekly newsletter
No spam. Just the latest releases and tips, interesting articles, and exclusive interviews in your inbox every week.
Read about our privacy policy.
Thank you! Your submission has been received!
Oops! Something went wrong while submitting the form.