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What’s a best practice to follow when designing an experiment to test Performance Max campaigns?

Last Updated on 1 year ago by School4Seo Team

A best practice to follow when designing an experiment to test Performance Max campaigns is to optimize Performance Max to a comparable CPA or ROAS target to other campaigns.

  • Create a new CPA or ROAS goal for Performance Max campaigns to achieve.
  • Keep Performance Max budget limited to 10% of other campaigns’ budgets.
  • Run the Performance Max experiment for one to two weeks before evaluating results.
  • Optimize Performance Max to a comparable CPA or ROAS target to other campaigns.

The correct answer is: Optimize Performance Max to a comparable CPA or ROAS target to other campaigns.

Explanation: When designing an experiment to test Performance Max campaigns, it’s best to optimize Performance Max to a comparable cost per acquisition (CPA) or return on ad spend (ROAS) target to other campaigns. It involves pre-test hygiene, such as optimizing existing campaigns to the same conversion goals, and post-test metrics analysis, which involves measuring conversion uplift and reviewing changes in overall conversions at a similar CPA/ROAS. It’s essential to account for differences in CPA/ROAS targets when comparing performance between pre- and post-periods, and to use pre-post testing methodology or A/B experiments to evaluate the campaign’s success.

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Nitin Batra. (2025). What’s a best practice to follow when designing an experiment to test Performance Max campaigns?. School4Seo. https://school4seo.com/ai-powered-performance-ads-certification/whats-a-best-practice-to-follow-when-designing-an-experiment-to-test-performance-max-campaigns/
Nitin Batra. “What’s a best practice to follow when designing an experiment to test Performance Max campaigns?.” School4Seo, March 14, 2025, https://school4seo.com/ai-powered-performance-ads-certification/whats-a-best-practice-to-follow-when-designing-an-experiment-to-test-performance-max-campaigns/.
Nitin Batra. “What’s a best practice to follow when designing an experiment to test Performance Max campaigns?.” School4Seo. March 14, 2025. https://school4seo.com/ai-powered-performance-ads-certification/whats-a-best-practice-to-follow-when-designing-an-experiment-to-test-performance-max-campaigns/.
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