Loading of cocatalysts through photodeposition has been considered as one of the most promising methods to improve the photocatalytic activities of semiconductors, because of the advantages of intimate contact, easy preparation, and site-directed loading. While extensive efforts have been made to characterize the cocatalysts after synthesis, the growth kinetics of cocatalysts during photodeposition is largely a black box, thus leading to relatively empirical optimizations on the loading strategies of cocatalysts to date. Herein, we dynamically imaged the photodeposition of single cocatalysts on semiconductors via a wide-field fluorescence (FL) microscope, utilizing g-C3N4 sheets and CdS nanowires as models. This capability was based on the quenching effect of cocatalysts on the intrinsic FL emission of semiconductors. Single cocatalyst study revealed that FL emission of photocatalysts decayed monoexponentially during photodeposition, and cocatalysts possessed a self-limited growth. The significant heterogeneities (differences) of cocatalysts during photodeposition were also uncovered, regarding the apparent induction time, deposition rate and FL quenching amplitude. These informations were difficult to be accessed using the ex situ characterization. Programmable photodeposition and dissolution of CoxP were also realized, utilizing a focused laser beam with a spot size of <1 μm. This work explored the hidden details of the growth of cocatalysts during photodeposition, opening up a new avenue to optimize photodeposition for rationally designing more efficient photocatalysts.