Myth: dump big budget to gather data fast
The 'spend to learn' crowd lights money on fire.
— Our read: on pop you can read a placement's quality on a few hundred impressions per zone, not by flooding $5k across thousands of unsegmented IDs.
— Heard from a buyer: granular small tests per zone-ID surfaced winners in two days for a tenth of what the 'spray big' approach cost in burned spend.
Data comes from segmentation, not from budget size. Big blind spend just gives you expensive noise.
— confidence: medium
Pop Wire
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