Q: We're coming up to a big shopping season starting with Black Friday and Cyber Monday. You recently published a paper on practices that review platforms like Yelp and Tripadvisor can and do implement to fight fake reviews. What are these practices?
Wuyts: The problem of fakery is difficult for individual consumers to address, especially with new technology making fake reviews seem more and more real. So what we did in our research was look at players in the market whom we called guardians of trust. These guardians are the online review platforms, and we looked at the practices that they can and do use to weed out fake reviews and increase consumer trust.
The first practice is the actual frontline defense. That is, efforts using algorithms and human intervention to detect fake reviews. This happens on most review platforms that we observed, such as Yelp, TripAdvisor, Booking.com and Trustpilot.
The second practice is to expose the firms that post fake reviews or that pay reviewers to upload overly positive reviews for them. We observed fewer cases of exposure on platforms, but we found that the practice is a strong driver of consumer trust. About 25% of the platforms we observed use exposure. Yelp, for example, uploads alerts on the web page of firms when they notice that the firms have uploaded a lot of fake reviews.
A third practice is when the platform awards authentic, good reviewers with status symbols such as credibility badges. This happens on a number of platforms. We observed in a series of experiments that the implementation of status symbols also increased consumer trust in the platform. A main reason is that if you use this kind of status symbol, you increase competition for status among reviewers and you raise the bar a little bit for fakery.
The fourth mechanism that we looked at is what we would generally call socialization. In other words, allow for interaction between reviewers and consumers on a forum or in a Q&A setting. When a review platform enables interaction between reviewers and consumers, it raises the bar a little bit for fakery. This fourth mechanism also increases consumer trust in the platform.
A fifth practice that kind of completes the list, and something that may come to mind right away, is identity disclosure. What if reviewers simply identify themselves? They post a profile picture. They give their name. They share all kinds of other personal information. We found that this mechanism also serves to increase consumer trust. It serves as a cognitive shortcut for consumers to read reviews, and it also increases the persuasiveness of the message.
Now, one concern arises when we think of identity disclosure as a mechanism for review platforms, and that concern is privacy. Research has shown that as many as 85% or 87% of Americans can be uniquely identified based on their date of birth, their zip code and their gender. So when we ask reviewers to reveal their identities, we encounter issues with privacy, identity theft and so on. Plus, previous research has found that when reviewers have to reveal their identity, they are less likely to write really negative reviews out of fear of retaliation.
The good news is that when platforms use the other four mechanisms that I describe, identity disclosure does nothing anymore in terms of increasing consumer trust. We actually argue against identity disclosure and in favor of the other four mechanisms.
Q: Are you planning on doing any online shopping this upcoming season? If so, could you walk us through your personal process?
Wuyts: This study changed my behavior. If I want to buy something that is valuable, I would make the effort to run the web page through one of these online algorithms, like ReviewMeta or Fakespot. I would also go to one of these review websites like Trustpilot to see if that product is reviewed there and use those reviews to basically help or guide my decision-making processes and my purchasing behavior.
When you go to different review platforms, you can see how much the platforms communicate about what it is that they do to fight fakery. And for me as a consumer, this is something I didn't really do in the past but that would now be critical. If I want to use reviews to help me make choices, then I would go and verify what the platform is doing to weed out fake reviews.
Q: Is there anything else consumers should know as they shop online?
Wuyts: All these efforts are intended to improve the truth-to-lie ratio, so to speak. It is an illusion, I think, to eradicate fakery, especially with technology. Improving AI applications are making it increasingly difficult to detect fakery. Of course, algorithms that try to detect fakes are improving as well. But we're not really trying to minimize fakery to zero and entirely eradicate it. I think the real goal here is to make consumers aware that fakery exists and then also to make sure that mechanisms are in place to reduce fakery.
I would advise consumers to be vigilant when they read reviews. When they rely on reviews for making shopping decisions, they can identify reviews that are overly positive and short as fake. Perhaps they can use algorithms. But on top of that, I would recommend that they go and look for review platforms that communicate to consumers that they actively engage in all kinds of mechanisms to fight fake reviews.