When should EPS be used?

I'm curious to understand, in what scenarios or contexts would the use of Earnings Per Share (EPS) be most appropriate? Could you elaborate on the instances where investors or financial analysts might rely heavily on EPS figures to evaluate a company's performance or make investment decisions? And are there any limitations or potential pitfalls to consider when interpreting EPS data?