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How do you use A/B testing to refine channel mix decisions?

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Erika Barbosa
Counterpart Marketing Lead | Formerly Issuu, OpenText, WebrootMarch 26

A/B testing helps optimize performance, but not everything is worth testing. Prioritize high-impact areas like:

  • Messaging & positioning: Which key value props resonate most?

  • Channel selection: Does LinkedIn drive higher engagement than Google Ads?

  • Audience targeting: Are broader or more niche segments performing better?

While testing is important, some decisions require a strategic bet rather than waiting on perfect data. The balance is knowing when to test and when to trust experience.

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