Question: Scenario: You want to run an A/B test for an ad campaign. Which of the following are examples of what you could experiment with?
- Creative
- Audiences
- Landing pages
- All of the above
Explanation
In A/B testing, the goal is to isolate variables that can change ad performance and measure which version produces a better result. HubSpot’s framework allows testing pre-click elements such as creative and audience setup, as well as post-click elements such as the landing page. That matters because performance can improve from stronger messaging, better targeting, or a more effective conversion path after the click. Since each listed element is a valid experiment variable, the combined choice is the complete one.
Why the other options are incorrect
Creative This is a valid experiment variable, but it covers only one part of the available testing opportunities.
Audiences This is a valid experiment variable, but it is not the only element that can be tested in an ad campaign.
Landing pages This is a valid experiment variable, but it represents only the post-click portion of the campaign.
Source for verification
https://blog.hubspot.com/marketing/how-to-do-a-b-testing
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