Decisionmaker knowledge is the threshold, since a manager unaware of the protected activity cannot have retaliated for it, and establishing when knowledge was acquired frequently resolves the claim. Documenting that a decision was under consideration before the complaint is the strongest defense, which requires contemporaneous records rather than reconstruction. Nassar's but-for standard is more demanding than the motivating factor test applying to status discrimination.