Insights from 502 US Consumers for AI Imagery in Commerce
In what context is AI okay, where is it not?
In what context is AI okay, where is it not?
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74.4%
74.4%
74.4%
Consumers expect Brands
to disclose AI
Consumers expect Brands to disclose AI
502
502
502
US Consumers
representing census data
47%
47%
47%
Consumer expect a hybrid format
Consumers are more likely
to accept AI
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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
“AI doesn't bother me as long as it's not being used to mislead people. I think it's a good creative tool to incorporate in designing.”
“AI doesn't bother me as long as it's not being used to mislead people. I think it's a good creative tool to incorporate in designing.”
“AI doesn't bother me as long as it's not being used to mislead people. I think it's a good creative tool to incorporate in designing.”
MIXED · F · 18–24
"Using AI to place furniture or an electronic device in a certain setting seems fine, given that no significant features of the product were changed."
"Using AI to place furniture or an electronic device in a certain setting seems fine, given that no significant features of the product were changed."
"Using AI to place furniture or an electronic device in a certain setting seems fine, given that no significant features of the product were changed."
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
Practical rules for using AI with confidence.
Practical rules for using AI with confidence.
Read how consumers are thinking about AI imagery
in their own words.
Read how consumers are thinking about AI imagery in their own words.
Read how consumers are thinking about AI imagery in their own words.
Read how consumers are thinking about AI imagery in their own words.
AI photography platform to produce on-brand visuals for e-commerce brands.
Copyright © 2026 Bahaal Technologies Pvt. Ltd. | All Rights Reserved
AI photography platform to produce on-brand visuals for e-commerce brands.
Copyright © 2026 Bahaal Technologies Pvt. Ltd. | All Rights Reserved
AI photography platform to produce on-brand visuals for e-commerce brands.
Copyright © 2026 Bahaal Technologies Pvt. Ltd. | All Rights Reserved