Should You Trust Yelp’s Rating?

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4 min to read

Yelp has cultivated an amazing community of people who want to be heard. But if their reviews are so trustworthy, why is Yelp under such heavy criticism? 

Our team looked through thousands of public reviews on Yelp to see if these complaints were valid. Take a look.

Why is Yelp being criticized?

A number of businesses have begun speaking out about Yelp’s mysterious review filter, claiming the company is purposely hiding positive and helpful reviews.  Many auto shipping companies are being penalized with Yelp’s current filtering process, which gives preferential filtering of auto shipping reviews to paying advertisers on Yelp’s platform.

On most Yelp pages, you’ll find a section located near the bottom titled “other reviews that are not currently recommended.”  When we clicked on this, we found over 2,000 more reviews not factored into our star rating. That’s almost 90% of our reviews not being accounted for (75% of which had 5-star ratings).

We’ve been in business for 14 years.  We have an A+ rating from the Better Business Bureau (BBB) and have earned thousands of positive Montway auto transport reviews.  As of the writing of this article, here’s how we far on other review platforms: 

  • 4.5 stars on Google (3,579 reviews) (Last update: March 30, 2021)
  • 4.4 stars on BBB (1,353 reviews(Last update: March 30, 2021)
  • 4.6 stars on Transport Reviews (1,642 reviews(Last update: March 30, 2021)
  • 4.3 stars on Facebook (621 votes(Last update:March 30, 2021)
  • 4.1 on Trust Pilot (866 reviews(Last update:March 30, 2021)
  • 4.6 on (599 reviews(Last update:March 30, 2021)

If our ratings are so high on every other website,  why does Montway’s Yelp rating say the opposite? Great question.


Facebook determines a rating based on multiple sources — such as the reviews and recommendations people share about a Facebook business page. Only pages that allow recommendations may show a rating, and if a page hasn’t received enough recommendations, Facebook may not give them one.

Facebook only allows you to report written reviews. However, they do not hide positive reviews.


Google adds stars to a company’s profile when the business receives five or more reviews, or if the business becomes verified through Google My Business (GMB). If a review doesn’t meet Google’s content policy, they might decide to remove it. There’s absolutely no way to have Google Reviews removed (besides instances of defamation). 

Like Facebook, Google also doesn’t hide positive reviews.

Montway Auto Transport - Yelp Reviews

Why does Yelp hide positive Montway Yelp ratings?

In an effort to provide an accurate overview of customer sentiment, Yelp developed an algorithm to filter out low quality, deceptive or possibly harmful reviews.  

They employ the use of an automated recommendation software to help remove potential spam. But if Facebook and Google (arguably the two most prominent internet-based companies in the world) don’t utilize automated review software — why does Yelp? 

Another great question. 

Yelp keeps its algorithm on the down-low, so we had to apply our own approach by reading through all of Montway’s auto transport reviews. This included ones hidden in the “not recommended” section.

Below, we broke down some of the things we noticed. 

Montway Auto Transport - Yelp Filtered vs. Non-Filtered Reviews

Factor #1: You don’t have friends

In the graph above, you can see a breakdown of what percentage of Montway reviews are NOT RECOMMENDED (orange/Filtered) vs RECOMMENDED (green/Non-Filtered). 

It appears that Yelp seems to favor users who have lots of other Yelp friends (and how frequently you interact with those other Yelp friends):

  • Over 80% of filtered reviews had 5 friends or fewer
  • Just over 1/2 of non-filtered reviews had 5 friends or fewer

Montway Auto Transport Yelp Filtered Reviews - Number of Friends

Montway Auto Transport Yelp Non-Filtered Number of Friends

Factor #2: You don’t have reviews

Shipping your car across the country is not an everyday demand. As a matter of fact, most people will only ship a car once in their life.

Why does this present an issue? 

Look at it this way…

Let’s say Sam has left 73 reviews on Yelp, all about cupcake shops. One day, the windshield on Sam’s car cracks. When the bill comes, it’s a lot more than cupcakes. Sam is enraged!

So, despite having no idea what the fair price for replacing a windshield is, Sam leaves review no. 74 on Yelp (and this one isn’t so sweet).

On the flipside, meet Average Joe. This retiree was an auto mechanic for four decades and could fix pretty much anything if it had four wheels. One day, Average Joe took his car into the very same shop that Sam went to. Knowing precisely what it costs to replace a windshield — and how long it should take — Joe was very satisfied!

Joe sets up a Yelp account and leaves his first-ever review.

Which review is Yelp going to promote? Which will they hide? Based on our study, it seems that Yelp is likely to recommend Sam’s review and not recommend Average Joe’s.

And just like that, you’re taking car advice from a cupcake expert.

Montway Auto Transport Yelp Filtered Reviews - Number of Reviews

Montway Auto Transport Yelp Non-Filtered Reviews - Number of Reviews

Factor #3: You don’t have long reviews 

Lastly, it appears that the length of Yelp reviews was also a major determining factor. 

Providing detailed and balanced feedback seems ideal when leaving a review and can help to avoid it from being censored by Yelp’s review filter. But is Yelp really expecting each person to write a two-page essay?

Filtered reviews are shorter in nature, with 65% containing 400 words or fewer. The average length for non-filtered reviews was quite the opposite:

  • Only 8% of non-filtered reviews contained 200 words or fewer
  • Only 28% of non-filtered reviews contained 400 words or fewer
  • Posts of 1,000 words or more accounted for 28% of non-filtered reviews

Montway Auto Transport Yelp Filtered Reviews - Length of Reviews

Montway Auto Transport Yelp Non-Filtered Reviews - Length of Reviews

Montway Yelp Rating: Competitor Comparison

Our last step was to review other posts on Yelp and look for similar patterns. As you can see, Yelp handles filtered and non-filtered reviews the same way for any business:

  • Factor #1: Not enough friends
    • 3/4 of filtered reviews came from users with 5 friends or less
    • 25% of non-filtered reviews came from users with more than 50 friends
  • Factor #2: Not enough reviews
    • Over 60% of filtered reviewers came from users that have written 5 reviews or less 
    • Only 20% of non-filtered reviews came from users with 5 reviews or less
    • 1/3 of non-filtered reviews came from users with 50 reviews or more
  • Factor #3: Not long enough 
    • 63% of filtered reviews contained 500 words or less
    • 1% of non-filtered reviews contained less than 100 words
    • 56% non-filtered reviews contained over 500 words

All data used in the case study was gathered from publicly available information on Yelp. For accuracy purposes, none of the data has been altered or updated since the original case study was performed. If you have more questions about our Yelp rating or auto transport services, don’t hesitate to give us a call (888) 666-8929 or contact our team on Live Chat.

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