While supported metal nanoparticles cannot achieve full electrochemical utilisation of metal atoms, catalysts featuring single metal atom sites may offer this possibility, along with advantages in selectivity. However, the passage from nanometric to atomic dimension is not without consequences. It first raises the question of efficient and robust synthesis methods, and underlines the need of cutting-edge characterization techniques that can target single metal atoms. These analytical tools are also pivotal to gain insights into the structure of the active sites, and establish atomic structure-catalytic activity-selectivity-stability relationships. Herein, we illustrate these topics for electrocatalysis, with a particular focus on metal-nitrogen-carbon single metal atom catalysts, for which a fantastic leap forward has been achieved in the last 15 years, triggered by the growing interest in sustainable energy storage and conversion systems.C SMAC prepared via pyrolysis in the following decades. Hence, we focus mainly on the synthesis methods of Fe-and Co-N-C SMAC in this section. While in those early days, the use of Metal-N4 macrocycles without pyrolysis secured the well-defined Metal-N4 active centres, the different approaches used to interface them with a conductive support impacted the local environment of metal cations and their accessibility. Phthalocyanines and porphyrins are poorly soluble in water, and different solvents or suspensions in concentrated sulphuric acid were used, removing the solvent by evaporation or precipitating the macrocycle on the support. The dispersion quality of metal macrocycles on supports were shown to depend strongly on the morphology, specific surface area (SSA) but also on acido-basic properties of carbon supports [17,18]. For example, the characterization by 57 Fe Mössbauer spectroscopy, a technique which allows identifying the different coordinations and spin states of Fe (discussed in more detail in 13.3), of iron phthalocyanine (Fe-Pc) precipitated on a carbon powder revealed multiple coordinations and spin states for Fe, whereas a single coordination and electronic state was seen for the Fe-Pc monomer [17]. Controlled deposition or solvent removal however resulted in Fe-Pc/C composites with a single (or vast majority of one) 57 Fe Mössbauer spectroscopic signature [19]. For example, removal of the pyridine solvent for Fe-Pc by boiling it off at 420 °C resulted in a Fe-Pc/C composite with 95 % of the spectral signal assigned to one specific doublet [19]. The latter can nowadays be assigned to an O2-Fe(III)-N4 coordination [20], implying high dispersion and accessibility to O2 of the Fe-N4 sites.While some heterogeneities of metal coordination and site accessibility were exemplified above for SMAC prepared via interfacing Metal-N4 macrocycles without high-temperature pyrolysis, the extent of heterogeneities was progressively increased, and the true nature of the active site blurred for several decades, with the introduction of high-temperature treatments of macrocycles in a...