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Five stars – apps using paid for reviews had a significantly higher proportion of five star reviews – 60.5% of reviews for the dating app were five stars, compared to just 9.7% for Tinder. For the health app, five star reviews accounted for 45.8% of reviews, while Garmin had just 6%. This pattern is typical wherever you find review manipulation. Five star reviews are openly traded on groups with names like 'Android App ratings and reviews' or 'App reviews'. We went undercover as a developer looking for fake reviews for an app, and were approached by several users offering reviews for as little as £1.70 ($2). Using information gathered from going undercover in Facebook groups and through review broker sites we compiled a list of apps that we knew had used fake reviews.