Will Shoppers Trust Your AI Imagery? We Asked 502 US Consumers.
85% couldn’t tell AI images from real ones, and 79% trust the brand that labels its AI. See where AI is welcome, and where it breaks trust.
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US Consumers
representing census data
Get the full report.
Consumer attitudes toward AI imagery
The Permission Map for commerce
Trust, disclosure & product fidelity
Practical guidelines for brands
User Insights
Real voices behind the data
MIXED · F · 18–24
ASIAN · F · 18–24
Three pillars of the report
The insights, frameworks, and practical guidance.
Consumer Reality
What people actually think about AI.
The Permission Map
Where AI belongs—and where it doesn't.
The Playbook
