Wasted spend: hiring 50 creators and praying one goes viral. Stop chasing the lottery ticket. Get a batch of creators making content cheap. A handful will hit 50k-ish views. Take those winners and
Views
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Views
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Loading velocity curve…
—Views / houraverage velocity since it published
—Peak velocitythe hottest sustained views/hr it ever hit
—vs. their normalpace relative to this creator's own baseline
—Engagementlikes per view — real engagement is hard to fake
—Agehow early Slope caught this surge