Unconventional superconductivity from heavy fermion (HF) is always observed in f-electron systems, in which Kondo physics between localized f-electrons and itinerant electrons plays an essential role. Whether HF superconductivity could be achieved in other systems without f electrons, especially for d-electron systems, is still elusive. Here, we experimentally study the origin of d-electron HF behavior in iron-based superconductors (FeSCs) AFe 2 As 2 (A = K, Rb, Cs). Nuclear magnetic resonance on 75 As reveals a universal coherent-incoherent crossover with a characteristic temperature T*. Below T*, a so-called "Knight shift anomaly" is first observed in FeSCs, which exhibits a scaling behavior similar to f-electron HF materials. Furthermore, the scaling rule also regulates the manifestation of magnetic fluctuation. These results undoubtedly support an emergent Kondo scenario for the d-electron HF behavior, which suggests the AFe 2 As 2 (A = K, Rb, Cs) as the first material realization of d-electron HF superconductors.Superconductivity in heavy fermion (HF) materials is a conundrum in condensed matter physics. Conventional phonon-mediated pairing mechanism is failed in this case, suggesting an unconventional pairing mechanism similar to that in cuprates and organic superconductors (1). So far, only HF materials containing f electrons could be the hosts for unconventional superconductivity. Whether unconventional superconductivity could be achieved in HF materials without f electrons is still unknown. In f-electron HF materials, Kondo lattice has been widely accepted as the starting point for discussing the underlying physics (2). In two-fluid model of Kondo lattice (3, 4, 5), coherent state emerges below a characteristic temperature T* as the localized f-electrons collectively reduce their entropy by hybridizing with the itinerant electrons to form a new state of matter, an itinerant heavy-electron Kondo liquid (KL) that displays scaling behavior. The emergent KL coexists with the hybridized spin liquid that describes the lattice of local moments whose magnitude has been reduced by hybridization. "Hybridization effectiveness" has been proposed as the organizing principle responsible for the emergence of low-temperature order in HF systems, including unconventional superconductivity (5). Although Kondo picture for HF has achieved a great success in f-electron materials, the fate of Kondo picture in HF materials without f electrons, especially for d-electron systems, is still controversial. Besides Kondo scenario (6), many alternative scenarios, such as lightly doped Mott insulator (7), geometrical frustration via antiferromagnetic interactions (8) and spin-orbital fluctuations (9), have been proposed to responsible for HF behavior in d-electron systems. In addition, searching for unconventional superconductivity in the existing d-electron HF materials is still not successful.Recently, a remarkable mass enhancement was observed in heavily hole-doped Fe-based superconductors (FeSCs) AFe 2 As 2 (A = K, Rb, Cs). As sh...