Holiday Shoppers Trust AI Only for Simple Tasks, Study Finds

What happened

New consumer research reported by Customer Experience Dive finds that holiday shoppers heading into this year's peak retail season remain broadly sceptical of artificial intelligence, with overall trust in AI-powered shopping tools running low. That scepticism is not uniform, however: shoppers indicate more willingness to rely on AI for narrower, well-defined tasks, while remaining far more cautious about handing over more complex or higher-stakes parts of the purchase journey.

The finding lands just as retailers are leaning harder on AI-driven chatbots, product recommendations and personalised offers to manage the volume and speed of holiday demand. The gap between where consumers say they trust AI and where retailers are deploying it is the core tension the research surfaces.

Why it matters

For retail and CX leaders, the signal is less about whether to invest in AI and more about where. Trust in AI is not a single, transferable resource — it is earned or withheld task by task, and a shopper who is comfortable with an AI-generated size recommendation may still want a human, or at least a highly transparent process, for a refund dispute, a complex order change, or a big-ticket purchase decision.

This matters most during the holiday period, when volume pressure tempts retailers to automate broadly and quickly. Deploying AI in the wrong moments — particularly higher-stakes or emotionally charged interactions — risks converting a capacity solution into a trust problem at exactly the time brand loyalty is being tested most heavily.

The Renascence take

The behavioural pattern here is a familiar one: people default to caution under uncertainty, and they extend trust incrementally, based on the perceived cost of being wrong. Low-stakes, reversible tasks are where AI earns its keep first; anything that feels irreversible, financial or emotionally loaded is where shoppers instinctively want a visible human safety net — even if that net is rarely pulled.

Retailers chasing efficiency often mistake "shoppers used the AI feature" for "shoppers trust the AI feature" — the two are not the same. The smarter play this holiday season is to map the journey by stakes and reversibility, not by cost-to-serve: let AI own the low-friction, easily-undone moments, and make the human or human-backed option obviously and immediately available the instant a customer's decision gets bigger, riskier or more personal. Trust in AI isn't built by hiding the seams; it's built by choosing, visibly and deliberately, where the seams should be.