Social proof is an important driver of marketing and sales success nowadays – especially for small businesses – and can even decide whether a company stays in business or not. Many businesses not only in Idaho see their reviews having fallen victim to being filtered and have no clue what to do about “Yelp not recommended reviews“. On the other hand those businesses desperately need 4.5 or 5 star Yelp reviews that reflect an excellent experience of existing clients to drive more revenue and compete more effectively against big businesses.
Does Yelp remove fake reviews?

The Business Will Gain More Revenue If It Has A High Rating On Yelp
The studies suggest that the increase in the Yelp rating of any company has a very significant impact on the sales of that company. The research by the Harvard Business School suggests that only a one-star rise in the rating of any company influences the net revenue by around 5 to 9 percent.
The research conducted by UC Berkeley suggests that half star increase in the rating has influenced the businesses to 19 percent, which means that if it were a restaurant, it would get all its seats filled up during the peak time.
So, the star is not merely a 'vanity metric'; rather, it has actual influence and direct impact on sales.

Why do Yelp reviews get filtered out?
The Policies Of Yelp Gain Fewer Positive Reviews Than Negative Ones
Yelp's‘Don't ask policy’ gives the businesses a fall of about 0.5 in the rating as compared to the review which the customers would otherwise give. It is because of the reason that the unhappy customers would give an unsolicited review.
A Northwestern University compared the Negative reviews with the Web Reviews and the Email reviews. The Web reviews were the ones which the users were asked to write; on the other hand, Email reviews were from those who were asked by email about writing a review.

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