Generally "income" refers to net income, which, then invalidates "divide a company's income by its revenue, and you get the operating margin". Perhaps the author means to say "operating income". In any event, operating profit and even net income don't give you a good approximation of cash (unless you're doing cash accounting, which no real company is doing) because they include non-cash charges such as depreciation and amortization.