Find what to make before you make it. Outlier mining (view/subscriber ratio) surfaces proven formats; opportunity scoring (demand vs. competition) shortlists the topics worth producing — then hands angles to the foundry. Own-tier math; live YouTube counts are adapter-gated.
Enter a niche (and optionally paste data) → discover outliers + a scored shortlist.