The Western Tian Shan piedmont, due to its high mountainous nature, is an exceptionally difficult area in which to conduct systematic surface research. In response to the specificities of the landscape, we decided to attempt to use predictive modelling to select sites with the greatest potential for the occurrence and preservation of Pleistocene layers and Palaeolithic sites. The aim of the project was to determine to what extent the high‐mountain areas of the Tian Shan piedmont were penetrated and inhabited by Palaeolithic humans. On the basis of the devised model, areas were selected for further prospecting in the field, which allowed the search area to be narrowed by a factor of five. In the course of surveying carried out on the selected areas, it was possible to locate nine new Palaeolithic sites and 18 settlement spots within one season, significantly increasing the number of known open‐air sites in the region. The results presented show the usefulness of this method, revealing the potential for its application in other similar areas, but also indicate the intensity of, in particular, Middle Palaeolithic or Middle/Upper Palaeolithic transitional settlement in the high‐mountain regions of Central Asia.