I think this problem is validated because marketers currently use scheduling tools to manually do A/B tests, It's just that a solution is needed to predict outcome even without posting twice for a same purpose.

You are right that it might not work in every case as people's sentiments change, but I think it will work most of the time as people's interests don't change often, if it does then these companies wouldn't be collecting so much data on us.