Don't believe everything you read on Yelp

Customer reviews on sites like Yelp are hugely important for restaurants. A Harvard study found that a one-star increase on Yelp could boost revenue by five to nine percent — a really big deal in an industry in which profit margins are often razor thin.

So perhaps we shouldn't be surprised to learn that some restaurants are cheating the system.

On Monday, New York Attorney General Eric Schneiderman announced a year-long investigation called Operation Clean Turf. Among other things, the investigors pretended to be the owwners of a yogurt shop in Brooklyn, N.Y., and asked companies to write positive comments on sites like Yelp, Google+ Local, Yahoo, and Citysearch.

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For as little as a dollar a pop, the city was able to commission rave reviews written by people in Bangladesh, the Philippines, and Eastern Europe — people who, of course, had never visited the yogurt shop.

Multiple businesses were also busted for allegedly posting phony reviews of their own — either boosting their own reputations, or trashing the competition. Overall, 19 companies were hit with a total of $350,000 in penalties.

Schneiderman called it "even worse than old-fashioned false advertising," saying, "When you look at a billboard, you can tell it's a paid advertisement," but with review sites "you assume you're reading authentic consumer opinions, making this practice even more deceiving."

Yelp isn't unaware of the danger that fake reviews pose to its credibility. It has labeled cheaters in the past and recently sued a law firm for allegedly posting positive reviews about itself online.

But fake reviews do more than threaten sites like Yelp. Also at risk is the credibility of the users themselves, summed up in a Wired chart titled, "Should I Trust This Yelp Review?" (Spoiler: The answer is almost always no).

Things Yelp reviewers have been accused of: Extorting restaurant owners for free stuff, writing reviews of restaurants that haven't opened yet, and, as this hilarious dramatic reading of a real Yelp review shows, not being very smart.

Sites like Yelp have to walk a fine line between pleasing merchants, who pay for ads, and keeping the trust of users, whose eyeballs attract businesses to advertise in the first place.

Ultimately, thanks to slashed budgets at newspapers and magazines, restaurant criticism is becoming a "leisure-time activity conducted by those who can afford to work for almost nothing," wrote former Village Voice critic Robert Sietsema.

As a former Voice restaurant writer, I can confirm this.