Photoelectron spectroscopy ͑PES͒ is combined with theoretical calculations to investigate the electronic and atomic structures of three doped aluminum clusters, MAl 12 − ͑M = Li, Cu, and Au͒. Well-resolved PES spectra have been obtained at two detachment photon energies, 266 nm ͑4.661 eV͒ and 193 nm ͑6.424 eV͒. Basin-hopping global optimization method in combination with density-functional theory calculations has been used for the structural searches. Good agreement between the measured PES spectra and theoretical simulations helps to identify the global minimum structures. It is found that LiAl 12 − ͑C 5v ͒ can be viewed as replacing a surface Al atom by Li on an icosahedral Al 13 − , whereas Cu prefers the central site to form the encapsulated D 3d -Cu@ Al 12 − . For AuAl 12 − ͑C 1 ͒, Au also prefers the central site, but severely distorts the Al 12 cage due to its large size.