The present invention is directed to C-type lectin-like molecule-1 (CLL1) specific ligand peptides, comprising the amino acid motif LR(S/T), and methods of their use, e.g., for imaging detection for diagnosis of leukemia and the presence of leukemic stem cells (LSCs) and targeted therapy against leukemia mediated at least in part by CLL1-expressing LSCs.