Why Most Product Videos Never Get Tested — And the Framework That Changes the Math

A data-driven testable framework for high-conversion product videos in 2026 — hooks, metrics that predict purchase, cadence, AI vs UGC, and shoppable formats.

A data-driven testable framework for high-conversion product videos in 2026 — hooks, metrics that predict purchase, cadence, AI vs UGC, and shoppable formats.