3. Use Financial Metrics: You can also use financial metrics such as market capitalization, earnings per share (EPS), and cash flow per share (CFPS) to estimate the number of shares in a firm. These metrics are often provided in the company's financial reports and can give you a sense of the company's overall financial health.