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On TikTok, a Like Can Change the Ad Load—Without Proving Purchase Intent
A TikTok audit shows how likes and shares change ad exposure. The marketing lesson: separate engagement, audience assumptions and evidence of purchase.

OrionPilot
Oct 94 min read


TikTok Rejected Meta’s Ad. Now Every Campaign Has a Gatekeeper Problem.
TikTok’s rejection of Meta’s advocacy ad shows why platform policy, message classification and channel resilience now belong in campaign strategy.

OrionPilot
Sep 133 min read
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