Experiment controls
—Recommended winner
—Extra clicks
—Watch-time lift
—Subscriber gain
Experiment report
Fair-test rule: change one big thing at a time. For example, compare “face + question” against “object close-up + label”, but keep title, upload time, and audience similar.
Safe creator checklist
Next experiment note
Adjust the controls to build a data-backed thumbnail plan.