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State of the Review


         by
   Reputology.com
The “State of the Review” is an in-depth analysis of
restaurant industry review data and reviewer
behavior.

The data set consists of 1,500+ reviews for 350+
business locations.

The data and analysis has been provided by
Reputology.com – a review monitoring &
management service.
The Basics
Before delving into the fun details of review data and reviewer
behavior, let’s establish some baseline stats.                                           6.8 days
The average restaurant receives 1 new review every
                                                                            Frequency that the average business gets 1 new review
week. Though the majority of reviewers give good ratings, on
average, 1 in 3 of those reviews is lukewarm if not flat out
negative.

As you probably expect, Yelp is the review directory that
generates most of the reviews - about 50%. That said, the
other 50% is coming from the other review sites, like Google +
Local, Foursquare, TripAdvisor, etc.




                                                      Brought to You by Reputology.com
Indies Get 190% More Reviews, Chains May Suffer
One of the biggest differences is the
average number of reviews received
by restaurant chains versus those
received by independents (defined in
this study as having 4 locations or
less). It’s unclear why the magnitude
of the discrepancy is as large as it is,
nearly double. But the fact that
independents get more seems
reasonable because reviewers are
trying to help other diners get
information about previously
unknown local businesses. And they
might not feel this same need for the
chains.

Though the difference in average
ratings is comparable, the difference
in review volume would seem
problematic for restaurant chains,
given that the algorithms on
directories favor businesses with
more reviews (assuming ratings are
similar) and more diners are going
online to find a place to eat.




                                           Brought to You by Reputology.com
Reviewers Favor Fast Casual, Tough on Casual Dining
Restaurant type matters. Fine dining
receives the most reviews at 6.5
reviews per month, potentially
because its higher standards are a
magnet for critique. Under that same
rationale, casual dining receives
fewer at 4.4, and fast casual falls in
line getting the fewest at 3.8.

You might expect that fine dining
receives the highest average rating
because diners are supposedly paying
for higher quality service and food.
But fast casual has an edge over both
fine dining and casual dining at 3.7
stars versus 3.6 and 3.2,
respectively. Possibly, fast casual
benefits from lowered expectations.
Casual dining, on the other hand,
might be suffering because it’s
compared to fine dining.

Fast casual also gets 12% more of its
reviews from Yelp than the other
segments do. This might be explained
by the fact that the demographics of
Yelp reviewers and fast casual diners
both skew younger.




                                         Brought to You by Reputology.com

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State of the Review

  • 1. State of the Review by Reputology.com
  • 2. The “State of the Review” is an in-depth analysis of restaurant industry review data and reviewer behavior. The data set consists of 1,500+ reviews for 350+ business locations. The data and analysis has been provided by Reputology.com – a review monitoring & management service.
  • 3. The Basics Before delving into the fun details of review data and reviewer behavior, let’s establish some baseline stats. 6.8 days The average restaurant receives 1 new review every Frequency that the average business gets 1 new review week. Though the majority of reviewers give good ratings, on average, 1 in 3 of those reviews is lukewarm if not flat out negative. As you probably expect, Yelp is the review directory that generates most of the reviews - about 50%. That said, the other 50% is coming from the other review sites, like Google + Local, Foursquare, TripAdvisor, etc. Brought to You by Reputology.com
  • 4. Indies Get 190% More Reviews, Chains May Suffer One of the biggest differences is the average number of reviews received by restaurant chains versus those received by independents (defined in this study as having 4 locations or less). It’s unclear why the magnitude of the discrepancy is as large as it is, nearly double. But the fact that independents get more seems reasonable because reviewers are trying to help other diners get information about previously unknown local businesses. And they might not feel this same need for the chains. Though the difference in average ratings is comparable, the difference in review volume would seem problematic for restaurant chains, given that the algorithms on directories favor businesses with more reviews (assuming ratings are similar) and more diners are going online to find a place to eat. Brought to You by Reputology.com
  • 5. Reviewers Favor Fast Casual, Tough on Casual Dining Restaurant type matters. Fine dining receives the most reviews at 6.5 reviews per month, potentially because its higher standards are a magnet for critique. Under that same rationale, casual dining receives fewer at 4.4, and fast casual falls in line getting the fewest at 3.8. You might expect that fine dining receives the highest average rating because diners are supposedly paying for higher quality service and food. But fast casual has an edge over both fine dining and casual dining at 3.7 stars versus 3.6 and 3.2, respectively. Possibly, fast casual benefits from lowered expectations. Casual dining, on the other hand, might be suffering because it’s compared to fine dining. Fast casual also gets 12% more of its reviews from Yelp than the other segments do. This might be explained by the fact that the demographics of Yelp reviewers and fast casual diners both skew younger. Brought to You by Reputology.com
  • 6. American Gets More Reviews, Lowest Ratings A curious spread appears when breaking down the data by cuisine. Specifically, American restaurants get 0.7 more reviews per month than their Ethnic counterparts. It could be that American restaurants in our data set receive more business and are thus just more likely to be scrutinized. Alternatively, it could be that a larger portion of the demographic going to Ethnic restaurants are less inclined to leave reviews. Despite receiving more reviews, American restaurants get weaker ratings compared to Ethnic restaurants 3.2 versus 3.5, respectively. This might be because more American fare exists and competition for that cuisine is tougher, whereas Ethnic restaurants get a novelty bonus in the opinions of its customers who do leave reviews. Italian restaurants were split out in particular because they averaged the highest ratings. We’re not sure yet as to why, but our best guess at this point is that pizza isn’t just great on margins but also a tough-to-screw-up crowd pleaser. Brought to You by Reputology.com
  • 7. Yelp/Google Negative, Tripadvisor/Opentable Positive Restaurants get lower ratings on Yelp and Google than they do on Tripadvisor and Opentable. This difference is about 0.5 stars between Yelp and Tripadvisor and even higher between Yelp and Opentable. One explanation is that the demographic of reviewers on Tripadvisor and Opentable is less likely to leave a negative review for a business. They may be older and less inclined to be vocal and opinionated. Another is that Tripadvisor and Opentable are much more “business friendly” than Yelp and Google. Tripadvisor seems to encourage businesses to solicit reviews as evidenced by the marketing collateral it asks them to share with customers. And Opentable’s reservation system means businesses can get the emails of their diners so that they can contact happy diners to ask for reviews. Yelp and Google, however, have no solicitation policies, and Yelp is notorious for filtering legitimate positive reviews if they don’t pass it’s algorithm check. Note that this review data was gathered for businesses that received at least 1 review on Tripadvisor to eliminate the possibility that Tripadvisor draws better reviewed restaurants than Yelp and Google. Brought to You by Reputology.com
  • 8. Reviewer Behavior, Market Penetration Vary by Region The average number of reviews received per month differs by region. Most dramatically, restaurants in the Los Angeles, CA area receive double what those in metros of Georgia receive, at 5.5 reviews versus 2.7. Why restaurant reviews happen more in LA is unclear. Perhaps it’s a function of the fact that Yelp has made reviewing a popular activity, and it is based on the West Coast. But Massachusetts restaurants average about the same number of reviews as Georgia, despite the fact that Yelping is more popular there (see Directory Distribution charts). On that note, differences in directory distribution exist and have implications. Massachusetts reviews have a distribution close to the global average. Georgia reviews, on the other hand, are much more evenly distributed. This might mean that Georgia business owners have more directories to tend to, but if their reviews on one aren’t strong, it won’t have as large of an impact on their reputation as it could for a Massachusetts owner. *Note that this data comes from a different selection of businesses than those monitored by Reputology.com and was randomly selected across the internet. Brought to You by Reputology.com
  • 9. This data and analysis has been brought to you by Reputology.com – a review monitoring and management service.