The Economics of Online Marketing

These sales measures come bundled with various time lags, as frauds and returns take days and weeks to unfold.

For simplicity, most online retailers use Web demand sales —that is, sales as reported by the Web site — as a reasonable proxy for true sales. If the ratio of Web demand sales to booked sales is relatively constant during a period of time, track demand sales and use this ratio to accordingly adjust your financial models.