Guidance for B2B marketers on how to design, run, and learn from marketing experiments—covering budget allocation, channel testing, creative validation, measurement methodology, and experimentation culture. Trigger when a user is planning a test, evaluating a channel, allocating experimentation budget, or trying to prove causality in marketing.
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Testing & Experimentation in B2B Marketing
Overview
This skill covers how B2B marketers should design and run experiments, validate creative and messaging, allocate budget between proven and experimental channels, and build a culture of disciplined testing. All practices are sourced exclusively from guests on the Exit Five podcast. Where guests disagree, both positions are presented with full attribution—do not present contested positions as settled consensus.
Foundational Princip
[Description truncada. Veja o README completo no GitHub.]