Format, niche, and release cadence, mapped against what the audience already watches.
Shooting, scripting, and editing, run on a weekly schedule like a newsroom.
Titles, thumbnails, and metadata tested and iterated release over release.
Ad revenue, sponsorships, and audience retention, tracked channel by channel.
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