In situ electrochemical liquid phase transmission electron microscopy (LP‐TEM) measurements utilize micro‐chip three‐electrode cells with electron transparent silicon nitride windows that confine the liquid electrolyte. By imaging electrocatalysts deposited on micro‐patterned electrodes, LP‐TEM provides insight into morphological, phase structure, and compositional changes within electrocatalyst materials under electrochemical reaction conditions, which have practical implications on activity, selectivity, and durability. Despite LP‐TEM capabilities becoming more accessible, in situ measurements under electrochemical reaction conditions remain non‐trivial, with challenges including electron beam interactions with the electrolyte and electrode, the lack of well‐defined experimental workflows, and difficulty interpreting particle behavior within a liquid. Herein a summary of the current state of LP‐TEM technique capabilities alongside a discussion of the relevant experimental challenges researchers typically face, with a focus on in situ studies of electrochemical CO2 conversion catalysts is provided. A methodological approach for in situ LP‐TEM measurements on CO2R catalysts prepared by electro‐deposition, sputtering, or drop‐casting is presented and include case studies where challenges and proposed workflows for each are highlighted. By providing a summary of LP‐TEM technique capabilities and guidance for the measurements, the goal is for this paper to reduce barriers for researchers who are interested in utilizing LP‐TEM characterization to answer their scientific questions.