Most creative "wins" are just survivorship bias disguised as strategy. Your Friday reports show the 3 ads that worked, not the 37 that flopped. One brand we track launched 41 creatives with 64% beati
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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