Free tool to help detect 'fake' Amazon and TripAdvisor reviews

Online reviews have changed the face of shopping and travel. Whether you're after headphones, an inflatable flamingo, or a honeymoon hotel, it's possible to instantly mine the online opinions of swathes of people. But can you trust everything you read?

Sadly, the anonymous nature of the web means businesses and individuals can pervert the review system to their advantage, faking popularity for profit.

We first published this blog in 2018, but we've updated this blog with the latest info. With the Black Friday and Christmas buying season coming up, being aware of how to spot dodgy reviews can help you avoid buying something that isn't quite right.

It's hard to put a figure on what percentage of online reviews are fake, but there's no doubt it's a real problem

As far back as 2015, an investigation by the Competition and Markets Authority identified concerns about businesses writing or commissioning fake positive reviews. Currently, its investigating both Amazon and Google over concerns the web giants aren't doing enough to prevent fake reviews on their platforms.

Usually the only way to spot these falsely flattering reviews is to trust your gut. Yet nifty free tool Fakespot now lets you quickly check whether some reviews are likely to be bogus or real. And while not definitive, it can be very useful...

How it works

The tool uses an algorithm to rate reviews on Amazon, TripAdvisor and Yelp. (It doesn't cover TripAdvisor's holiday rentals section.) The algorithm looks for suspicious patterns in reviews - examining dates, words, phrases and grammar. It also scours reviewers' profiles for clues, looking for example at the number, frequency and dates of reviews posted.

Just enter a URL from one of the sites Fakespot covers and it crunches the data, awarding the hotel or product a grade from A to F, with F meaning they are most likely to be phoney. It also maps the words most likely to be used about the product or hotel – and highlights reviewers it believes are questionable.

It won't just flag suspiciously flattering reviews, either – its software also looks for fake negative reviews, though Fakespot says these are less common.

There's also a version of the tool as a free web browser extension for Google Chrome and Mozilla Firefox on desktop/laptop. Once you've downloaded the extension, when you visit an Amazon product page it should show its Fakespot rating.

Putting it to the test

To show how this works, we searched for kebab making kits on Amazon. Reviewers gave the kit below 4.5 stars. Fakespot awarded the page a grade A, because its analysis "detected over 90% high quality reviews".  It the most authentic review was: "Bought for a gift and we've only tried the doner at the moment, but it was just like kebab shop meat."

However, we also found a 'wearable blanket' rated a glowing 5 stars on Amazon which Fakespot gave a grade F, claiming that only 28% of reviews were reliable. The least authentic review was: "It fits lovely, no damage and I'll wear it everyday so it's worth every penny."

To test this on hotels, we searched accommodation in Paris on TripAdvisor. Novotel's Paris Gare de Lyon had 4 stars on TripAdvisor, and Fakespot gave it a grade A, as its "engine has discovered that over 90% high quality reviews are present".

But a hotel in Vegas, ranked 4 stars on TripAdvisor, got a grade F, with the warning: "Tread lightly, this may contain a major number of inauthentic reviews." Fakespot claims that only 20% of the reviews for this hotel were reliable. 

This tool ISN'T definitive – so use it as a guide

Of course, it's important to understand that Fakespot can't say for certain that a review is 'fake'. The rating it gives products and hotels is based on the algorithm's analysis and the patterns it's seen, but it's not a definitive answer – and as you can see from TripAdvisor's full statement below, it is highly sceptical, claiming Fakespot's results are "extremely unreliable".

What it can do though is give you a good steer. If you want a bit of help sifting through 100s of online reviews, or have your doubts about a product or hotel and want a second opinion, it can help. It might also be the deciding factor in some cases – if, say, two hotels are much of a muchness, you've little to lose by choosing the one which is better-rated on Fakespot.

If you're looking at Amazon items, it may also be worth using a second review-analysis tool for belt and braces. ReviewMeta does a similar thing to Fakespot, though just for Amazon (it doesn't cover TripAdvisor, etc). You can therefore use it to double-check if Fakespot is on the right track.

Be aware – TripAdvisor doesn't like this 

While Fakespot has good feedback – genuine good feedback, as far as we can tell – from forumites and seemed like a handy tool when we tried it, it's worth bearing in mind that TripAdvisor is highly critical of its analysis.

TripAdvisor spokesperson James Kay told us: "We definitely do not recommend using Fakespot to test the reliability of reviews. Our own fraud investigators have tested Fakespot analysis, with reviews we know to be either genuine or fake, and the results show it to be extremely unreliable as an accurate way to determine the authenticity of a review.

"If Fakespot's methods were reliable, we would be using them. We don't, because they aren't. The reason Fakespot's analysis is unreliable is because they have no access to the key technical data you would need to determine whether or not a review is fake. We do, and we have been using this data for over a decade to track millions of reviews."

We also asked Amazon what it thinks about Fakespot, but it declined to comment. 

At the end of the day, you'll need to decide if it's a useful tool - if only to help you avoid being caught out by the kind of spoof reviews which saw a plastic tunnel attached to a supermarket rated as a leading Cornish tourist attraction. If you try it, please let us know how you get on in the comments below.