Semiconductors such as elemental silicon allowing both p-type and n-type doping are the backbone of current microelectronics industry, while the continuous progress in the fabrication techniques has been the key for the ever-increased integration density and device miniaturization. Similarly, in the strongly emerging field of transparent electronics both p-type and n-type compound semiconductors are needed that moreover should be transparent within the entire visible spectral range. Atomic layer deposition (ALD) has been the thin-film deposition method of choice for a number of challenging applications in microelectronics, and it would be highly relevant technology for the transparent electronics as well. Currently the appropriate p-type semiconducting compounds are far outnumbered by the n-type compounds. Hence there is an obvious quest for high-quality thin films of new p-type compound semiconductors. This is clearly seen in the increasing number of annually published ALD papers on p-type semiconducting materials. In this overview our intension is to briefly present the current state of research in the field by (i) summarizing the ALD processes so far developed for the various p-type (transparent) conducting material candidates, and (ii) highlighting the most prominent electrical transport and optical properties achieved for these thin films.