We estimate growth based on A/B test data sets. If you're new to it, it's dividing the traffic between different variants of the same UX element to get a big enough sample size of the effect on the CPM. We do a data tracking health check before starting with optimization, to make sure the data is valid and agree on the methodology to calculate the CPM.