I answered a similar question earlier: How do the mechanics of Yelp's review filter work?

As Matt Solar mentioned, Yelp and TripAdvisor employees won't ever disclose how they detect fake reviews. So, any answers here (including mine) would be mostly guesswork based on some common sense and an analysis of patterns of which reviews get filtered.

See question on Quora

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