Recent years have seen a renaissance of Phenotypic drug discovery (PPD) with novel screening technologies and a track record that is thought to match or surpass that of target-centric approaches. We present a view on best practices to consider when running phenotypic drug discovery campaigns to increase the chance of success of these black box approachs.