Hook, proof and format rotation
We test headlines, visual framing, social proof placement and short-form versus long-form creative within platform-native constraints. Each variant maps to a funnel stage — awareness, consideration or conversion — so we know which message earns the next click, not just the cheapest impression.
Creative tests run in controlled bursts with spend caps. Winners graduate to scaled sets; losers retire with a written note on why they underperformed.