A participant tells you the navigation “makes total sense,” then spends four minutes trying to find the checkout button. Another says “I’d definitely click that CTA” but never actually moves the cursor near it. These moments aren’t strange outliers. They’re the say-do gap in action. …

You’ve run the creative test. Participants said they liked the ad. Stakeholders want proof it will stick. But when the campaign launches, recall is flat. Sound familiar? The gap between “tested well” and “performed in-market” often comes down to one missing layer: measurable emotional engagement. …

When media spend is wasted, most people blame targeting or bid strategy. The real damage, however, often happens earlier. It happens during creative testing, when teams measure what’s easy (like clicks and engagement) instead of what’s actually relevant to a decision. This creates false confidence, …