Ad reaction report (ad video + viewers' reaction videos)

Turns an ad, trailer or content video plus 1–6 videos of viewers' faces watching it into an easy-to-read report card — the ad's scenes as a thumbnail strip with reaction strength, the viewers' average positive expressions, the strongest and quietest scenes, a reaction flow aligned to the ad, a scene-by-scene table (dominant expression, agreement between viewers, optional heart-rate change), a viewer summary by number and highlight moments pairing an ad frame with a viewer's face. Reaction clips are aligned by the ad's sound heard in them, by given start times, or assumed to start together. Made for marketers and agencies testing creatives, not for measuring ad effectiveness or purchase intent.