Run a One-Week TikTok Learning Loop
Design a one-week TikTok creative experiment with a hypothesis, metric, readout, and next decision.
The team publishes four TikToks a week but cannot explain what each post was meant to test. The dashboard shows views, likes, saves, clicks, and CPA, but the next creative decision is still unclear. Build-Measure-Learn: hypothesis, metric, decision The common trap is calling any posting cadence a test. Without a hypothesis and a decision rule, the team can always rationalize the result after the fact. That creates activity, not learning. Build Hypothesis: For retargeting viewers who watched product demos, an objection-led opening about price will outperform a benefit-led opening. Build two cuts with the same creator, proof, offer, and CTA.…
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