Zappois noticed that products with high-quality reviews are selling well. They used Amazon Mechanical Turk to improve the quality of the reviews posted on its own website. Given that Zappos spent at least 10 cents per review, and that they examined 5m reviews, the expected revenue improvement should have been at least a few million dollars for this exercise to make sense.
fixing grammar / spelling led to increased revenue for zappos.