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What sort of measurement setup and process are you running to compare these and properly control your experiments?

It's pretty simple: ROAS (Return on Ad Spend). All our campaigns are performance-based. If one segment provider/SSP does well, it automatically scales spending. Likewise, if the performance drops.

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