You work on a digital product where a new experiment changes who sees an offer and also changes the on-page experience after they arrive. The treatment shows a conversion lift, but stakeholders disagree on whether the gain comes from better targeting, a better product experience, or both.
How would you determine whether the observed conversion change is driven by better targeting or by a better product experience? Describe the experiment design and analysis approach you would use to separate those effects credibly.