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The practical way to use AI in ecommerce without the hype. If ai workflow is the real issue, why do most teams keep optimizing acquisition first? The clip shows why the first answer is usually wrong.

Views
Views
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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