Nature Astronomy, Published online: 12 August 2026; doi:10.1038/s41550-026-02943-1 Some apparent single stars hide a dramatic history of past interaction with their companions. The authors show how chemical fingerprints left on a star’s surface can unmask these binary interaction products and unravel their past evolution.