...
Friday, July 3, 2026
Trusted News Since 2020
American News Network
Truth. Integrity. Journalism.
General

Chatbots don’t judge! Customers prefer robots over humans when it comes to those ’um, you know’ purchases

By Eric November 11, 2025

In a fascinating exploration of consumer behavior, recent research reveals that shoppers often prefer the “inhuman touch” of chatbots when purchasing products associated with embarrassment, such as acne cream, diarrhea medication, and adult sex toys. Contrary to the common belief that consumers dislike chatbots, a study involving over 6,000 participants found a significant preference for chatbot interactions in sensitive purchasing scenarios. For instance, when presented with the option of a human pharmacist versus a chatbot while shopping for diarrhea medication, an overwhelming 80% of participants chose the chatbot. This preference stems from the perception that chatbots lack the ability to judge or feel, allowing consumers to engage more comfortably with their purchases.

The study further highlights that human-like chatbots can actually deter consumers from seeking assistance. In a controlled experiment, participants displayed a decreased willingness to interact with a service agent as the agent appeared more human. The highest level of engagement was observed with a clearly machine-like chatbot, while interactions dropped significantly with a human service representative. This counterintuitive finding suggests that brands should reconsider their approach to chatbot design, especially in contexts where embarrassment is a factor. Instead of humanizing chatbots, companies might find greater success with bots that maintain a distinctly mechanical presence, thereby alleviating consumer discomfort.

As the retail landscape increasingly integrates AI chatbots—an estimated 80% of retail and e-commerce businesses are utilizing or planning to implement them—understanding the nuances of consumer preferences becomes crucial. While the current research focuses on products typically associated with embarrassment, the implications may extend to other sensitive purchasing contexts, such as women seeking car repair quotes or men buying cosmetic products. The study encourages brands to think strategically about chatbot deployment, suggesting that a machinelike interface could enhance customer experience and reduce anxiety in situations where judgment is a concern. As the research continues, it promises to shed light on broader applications of these insights, potentially reshaping how companies approach customer service in sensitive markets.

https://www.youtube.com/watch?v=HMjPZlQAE0E

When it comes to inquiring about – ahem – certain products, shoppers prefer the inhuman touch.

That is what we found in a
study of consumer habits
when it comes to products that traditionally have come with a degree of embarrassment – think acne cream, diarrhea medication, adult sex toys or personal lubricant.

While brands may assume consumers hate chatbots, our series of studies involving more than 6,000 participants found a clear pattern: When it comes to purchases that make people feel embarrassed, consumers prefer chatbots over human service reps.

In one experiment, we asked participants to imagine shopping for medications for diarrhea and hay fever. They were offered two online pharmacies, one with a human pharmacist and the other with a chatbot pharmacist.

The medications were packaged identically, with the only difference being their labels for “diarrhea” or “hay fever.” More than 80% of consumers looking for diarrhea treatment preferred a store with a clearly nonhuman chatbot. In caparison, just 9% of those shopping for hay fever medication preferred nonhuman chatbots.

This is because, participants told us, they did not think chatbots have “minds” – that is, the ability to judge or feel.

In fact, when it comes to selling embarrassing products, making chatbots look or sound human can actually backfire. In
another study
, we asked 1,500 people to imagine buying diarrhea pills online. Participants were randomly assigned to one of three conditions: an online drugstore with a human service rep, the same store with a humanlike chatbot with a profile photo and name, or the same store with a chatbot that was clearly botlike in both its name and icon.

We then asked participants how likely they would be to seek help from the service agent. The results were clear: Willingness to interact dropped as the agent seemed more human. Interest peaked with the clearly machinelike chatbot and hit its lowest point with the human service rep.

Why it matters

As a scholar of
marketing and consumer behavior
, I know Chatbots play an increasingly large part in e-retail. In fact, one report found
80% of retail and e-commerce business
use AI chatbots or plan to use them in the near future.

When it comes to chatbots, companies want to answer two questions: When should they deploy chatbots? And how should the chatbots be designed?

Many companies may assume the best strategy is to make bots look and sound more human, intuiting that consumers don’t want to talk to machines.

But our findings show the opposite can be true. In moments when embarrassment looms large, humanlike chatbots can backfire.

The practical takeaway is that brands should not default to humanizing their chatbots. Sometimes the most effective bot is the one that looks and sounds like a machine.

What still isn’t known

So far, we’ve looked at everyday purchases where embarrassment is easy to imagine, such as hemorrhoid cream, anti-wrinkle cream, personal lubricant and adult toys.

However, we believe the insights extend more broadly. For example, women getting a quote for car repair may be more self-conscious, as this is a purchase context where women have been traditionally more stigmatized. Similarly, men shopping for cosmetic products may feel judged in a category that has traditionally been marketed to women.

In contexts like these, companies could deploy chatbots – especially ones that clearly sound machinelike – to reduce discomfort and provide a better service. But more work is needed to test that hypothesis.

The
Research Brief
is a short take on interesting academic work.

Jianna Jin does not work for, consult, own shares in or receive funding from any company or organization that would benefit from this article, and has disclosed no relevant affiliations beyond their academic appointment.

Related Articles

The New Allowance
General

The New Allowance

Read More →
Fake Ozempic, Zepbound: Counterfeit weight loss meds booming in high-income countries despite the serious health risks
General

Fake Ozempic, Zepbound: Counterfeit weight loss meds booming in high-income countries despite the serious health risks

Read More →
The Trump Administration Actually Backed Down
General

The Trump Administration Actually Backed Down

Read More →
Seraphinite AcceleratorOptimized by Seraphinite Accelerator
Turns on site high speed to be attractive for people and search engines.