Shoppers don't hate AI. They hate feeling deceived by it.

New Auros research across the US, UK and Australia reveals a growing trust divide in AI-powered shopping—and what brands need to do differently.

Online shoppers are increasingly asking a question that retailers never wanted them to consider: Is that product even real?

It's a reasonable concern. AI-generated images and advertising are becoming harder to distinguish from reality, leaving consumers to question whether the products they're seeing actually exist—or will look anything like the pictures when they arrive.

New research commissioned by Auros and conducted by Talker Research suggests this uncertainty is becoming a familiar part of online shopping.

Across the US, UK and Australia, consumers report questioning whether an online advertisement is real or AI-generated an average of four times a week.

For brands investing heavily in AI-powered marketing, that's a warning worth taking seriously.

The growing cost of consumer skepticism

The research surveyed 4,000 adults across three countries: 2,000 in the US and 1,000 each in the UK and Australia.

The findings reveal a striking consistency in consumer skepticism.

In the US, 43% of respondents said they've felt duped by AI advertising. That figure rises to 47% in the UK and stands at 42% in Australia.

Meanwhile, more than half of respondents in each country said they don't trust products advertised with AI to match their descriptions.

This creates a difficult problem for marketers.

AI makes it easier and cheaper to produce sophisticated creative, personalized messages and compelling product imagery. But the same technology can introduce doubt about whether those images and promises are authentic.

A beautiful advertisement might attract attention. It can also raise suspicion.

And suspicion is a poor foundation for conversion, customer loyalty or long-term brand value.

Consumers want AI working for them, not on them

Here's where the findings become particularly interesting.

Despite widespread skepticism about AI-generated advertising, consumers are considerably more receptive to AI when it helps them make purchasing decisions.

In the US, 53% said AI has been helpful while shopping. That figure rises to 56% in the UK and stands at 48% in Australia.

Consumers cited practical benefits, including finding better prices, comparing alternatives and discovering product reviews.

The distinction isn't necessarily about the technology itself. It's about who benefits.

"Consumers are skeptical when AI is being used to persuade them, but much more receptive when they're the ones using AI to make a better decision," said Bobby Meixner, vice president of solution marketing at Auros. "People aren't necessarily rejecting AI in shopping. They're rejecting the feeling that AI is being used on them rather than for them."

Think of the difference between a salesperson who exaggerates a product's capabilities and a knowledgeable assistant who helps you compare your options.

Both influence the purchase. Only one earns your confidence.

Holiday shopping offers an early test

The coming holiday season could provide a useful indication of how consumers want AI incorporated into their shopping experiences.

More than half of US (54%) and UK (55%) respondents plan to use AI for some aspect of holiday shopping, compared with 48% of Australians.

Finding competitive prices, generating gift ideas and comparing reviews are among the anticipated uses.

For retailers and product teams, this signals a potential shift in how shopping journeys are designed.

Consumers may increasingly expect AI to help them navigate choices rather than simply present more products.

Trust must become part of the design process

For marketing, customer insights and product leaders, the research raises an important question: How do you know whether your AI investments are building confidence or quietly eroding it?

The answer requires more than tracking clicks, conversions or engagement.

Brands need to understand how real consumers interpret AI-generated imagery, whether they believe product claims and where automated experiences introduce uncertainty.

That means testing advertising concepts, product representations and AI-assisted shopping experiences with intended audiences before committing significant resources.

AI can accelerate the creation of marketing campaigns and digital experiences. But speed offers little advantage if those experiences undermine the trust that makes customers willing to buy.

The opportunity isn't simply to make AI-generated shopping experiences more convincing.

It's to make them more trustworthy.