The Substantial Purpose Test is a legal criterion used to determine whether a transaction or arrangement has a genuine business purpose beyond tax avoidance. It assesses the primary motives behind financial decisions, ensuring they align with legitimate business objectives rather than solely aiming to reduce tax liabilities.