What Platform Analyzers Flag
Over 80% of short-form viewers watch on smartphone speakers where thin low-mids and sharp 6kHz–10kHz sibilance sound harsh and synthetic—while raw exports carry C2PA/JUMBF and Lavf container signatures directly into social upload parsers.