Inputs
- Page URL or screenshots.
- Target buyer, traffic source, and primary conversion event.
- Any known objections or support questions.
Expected output
A prioritized experiment backlog—not a redesign wishlist.
Common failure
Recommendations such as “make the CTA bigger” are invalid without a documented friction point and a metric that could falsify the hypothesis.