Post-hoc analysis involves examining campaign data after its completion to uncover insights or patterns not initially targeted. Unlike ad-hoc analysis, post-hoc analysis retrospectively explores data to evaluate the effectiveness of marketing strategies, identify unexpected customer behaviors, or understand the impact of various marketing channels. Distinguishing between ad-hoc vs. post-hoc analysis is crucial for strategic decision-making.