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Here's a discussion of all the papers I know measuring the causal impact of ads: https://www.gwern.net/Ads#replication

Thanks for posting this. I'm doing research in this area and this is fantastic

Glad to help. If you're running any experiments (I'm still in the middle of the followup to my first one), I'd like to hear about the results.