New research suggests AI has a growing trust problem in marketing, with surprising revelations.

Virtual influencers like Lil Miquela promised to be the future of brand influence.

Perfect styling and visuals. No bad press, hot-mic gaffes or scheduling conflicts. Plus, no aging out of relevance … ever.

In theory, it sure sounds like a marketer’s dream.

But new research from the University of Amsterdam highlights a major glitch in that matrix. The moment consumers are clearly told an influencer is virtual or AI-generated, trust implodes, and so do purchase intentions.

That part is not terribly surprising.  

But the research showed the AI itself wasn’t even the biggest issue.

Disclosure was.

When disclosure was subtle, performance came close to what good human influencers can achieve.

BUT as soon as the virtual nature was prominently revealed, credibility and performance crashed through the floor.

That tells us something important about buyer psychology.

People constantly evaluate the source of recommendations:

Is this credible? Trustworthy? A scam or hoax? Is it real enough to believe … whatever that even means now?

Now compare Lil Miquela with what Apple did.

Apple’s recent MacBook Neo campaign leaned heavily into playful internet culture through Lil Finder Guy, a weird little computer-generated mascot people instantly loved.

Fan art popped up and memes spread. People wanted merch.

The difference is that nobody felt tricked or remotely unsure.

The campaign felt playful, creative, and unmistakably real in intent, although not a remotely realistic human form.

That could be the real dividing line for AI marketing.

Consumers enjoy artificial characters. Folks like digital experiences. They even fall for weird mascots.

What creates pushback, though, is the moment persuasion feels engineered in a way that suggests we should reconsider our trust.

That idea connects directly to I Need That.

Artificial Intelligence can (and absolutely will) improve many aspects of marketing, but persuasion still runs through human psychology.

And trust, at least for now, is being stubbornly human.

Want to make your product irresistible? That’s what we do as go-to-market strategists at Graphos Product, helping innovators turn need-driven ideas into market-ready successes.