Histone acetyltransferases (HATs, also known as lysine acetyltransferases, KATs) catalyze acetylation of their cognate protein substrates using acetyl-CoA (Ac-CoA) as a cofactor and are involved in various physiological and pathological processes. Advances in mass spectrometry-based proteomics have allowed the discovery of thousands of acetylated proteins and the specific acetylated lysine sites. However, due to the rapid dynamics and functional redundancy of HAT activities, and the limitation of using antibodies to capture acetylated lysines, it is challenging to systematically and precisely define both the substrates and sites directly acetylated by a given HAT. Here, we describe a chemoproteomic approach to identify and profile protein substrates of individual HAT enzymes on the proteomic scale. The approach involves protein engineering to enlarge the Ac-CoA binding pocket of the HAT of interest, such that a mutant form is generated that can use functionalized acyl-CoAs as a cofactor surrogate to bioorthogonally label its protein substrates. The acylated protein substrates can then be chemoselectively conjugated either with a fluorescent probe (for imaging detection) or with a biotin handle (for streptavidin pulldown and chemoproteomic identification). This modular chemical biology approach has been successfully implemented to identify protein substrates of p300, GCN5, and HAT1, and it is expected that this method can be applied to profile and identify the sub-acetylomes of many other HAT enzymes.