The PERFECT constitutes a puzzling category for typologists, historical linguists and formal semanticists alike. Is it a tense? Is it an aspect? Which grammatical forms qualify as PERFECTS? What is the core of the PERFECT meaning? This short paper suggests that progress can be made if we start using the wealth of digitized language data that has become available to uncover the semantics of the PERFECT through its contextual usages across languages.