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The App Review Research System

Turn app reviews into creator video briefs. Your users and your competitors' users already wrote down what stops them from installing. Four steps turn that into videos creators can film.

  • Collect reviews from your app and competitors, grouped by rating and customer task
  • Find the objections that keep repeating and rank them by priority
  • Turn each objection into a demo angle: speed run, before and after, side by side, reaction
  • Give creators a one-page brief with a hook, screen recording steps and proof
  • Track installs per 1,000 views per brief and a ready Claude prompt for every step

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