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Alanine substitution in peptides is crucial for studying peptide-based inhibitors of protein–protein interactions, but limited information is obtained from single alanine substitution. Here, the authors develop a label-free combinatorial alanine affinity selection platform to establish multi-alanine mutational tolerance and provide structure-activity relationships.