Align the comparison
The company figures and industry benchmarks must describe comparable measures. Reporting period, currency, units, accounting basis, and metric definition all matter. A percentage margin cannot be compared directly with a currency amount, and a quarterly figure should not be treated as equivalent to an annual figure. The selected industry also needs to represent the company's actual operating model closely enough for the comparison to be useful.