They don’t view you as a user... most companies who are ad supported fundamentally view everything as an impression/page load which is simply a container for ad placements. Click through, conversion rates and revenue per thousand impressions are the only metrics that matter to the health of the business.
Everything else is secondary and most product managers don't view a/b tests as anything other than experiments on ways to increase those stats.