Understanding the Issue
This issue occurred because the data extension was not static, and the AB test was set up several days in advance, allowing the audience to refresh multiple times and confusing the system.
The root cause of this issue is the use of non-static data extensions in AB tests, which can cause the test to fail and result in unexpected behavior, such as multiple emails being sent to the same person.
Avoiding AB Test Failures
To avoid this issue, it’s recommended to use Journey Builder or manual audience splits instead of the AB tool, especially when dealing with non-static data extensions.
Alternatively, you can use Automation Studio to create a custom AB testing script, as one community member did, which allowed them to split the audience, send emails, and track results without using the AB tool.
Best Practices
When setting up AB tests, it’s essential to consider the data extension used and ensure it’s static to avoid any issues.
AB Testing Best Practices
Use static data extensions Avoid using non-static data extensions Use Journey Builder or manual audience splits Consider using Automation Studio for custom AB testing scripts
Heads up: Using non-static data extensions in AB tests can cause failures and unexpected behavior, so it’s crucial to follow best practices and use static data extensions or alternative methods.
Checklist
- Use static data extensions
- Avoid using non-static data extensions
- Use Journey Builder or manual audience splits
- Consider using Automation Studio for custom AB testing scripts
- Test and validate your AB test setup before sending emails
- Monitor your AB test results and adjust as needed
Frequently Asked Questions
What happens if I use a non-static data extension in an AB test?
Using a non-static data extension in an AB test can cause the test to fail and result in unexpected behavior, such as multiple emails being sent to the same person.
Can I use Automation Studio to create custom AB testing scripts?
Yes, you can use Automation Studio to create custom AB testing scripts, which can help you avoid issues with non-static data extensions.
What are the best practices for setting up AB tests in Salesforce Marketing Cloud?
The best practices for setting up AB tests include using static data extensions, avoiding non-static data extensions, using Journey Builder or manual audience splits, and considering using Automation Studio for custom AB testing scripts.
How can I avoid AB test failures?
To avoid AB test failures, use static data extensions, test and validate your AB test setup before sending emails, and monitor your AB test results and adjust as needed.
Need help shipping this in production?
Genetrix builds and untangles Salesforce Marketing Cloud and Agentforce setups for teams that want it done right the first time. If anything in this post sounds familiar, talk to us before it ships.