A/B Hook Testing

The problem

The hook is the post — and you guess-and-check it.

Short-form performance is almost entirely about the first 2.5 seconds. Most creators rewrite hooks 3-5 times per post. Without structured alternatives, you end up picking the one you wrote first.

How we solve it

Three psychological levers, one pick.

Clipflow generates three variant hooks for every draft: a curiosity-gap opener (unresolved mystery), a contrarian take (challenges audience belief), and an emotional hook (leads with a felt moment). Each comes with a short note explaining why that lever might work for this specific clip.

• 02Curiosity-gap — opens a loop, forces the watch-through
• 02Contrarian — surfaces tension, triggers stitch potential
• 02Emotional — opens on feeling, strong for story clips

Workflow

Pick one. Track it.

Mark a variant as the winner and Clipflow stores it against the draft. When analytics come back, you can see which psychological lever is outperforming for your audience — and bias future generations toward it.