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StumbleUpon app discovery functions much like the popular StumbleUpon web service that allows users to discover new websites based on the recommendations of others.
As the company explains, you'll "be able to stumble through, rate, review, and share apps we recommend for you, just like you can do with web pages on your phone or computer."