Observed Signal · Oct 14, 2026 · Market Signal · Source: Numerator · Impact: 2/5
Numerator’s Newly Launched AI Consumer Index Finds Health & Beauty, Apparel, and Electronics Prime for AI Shopping Disruption
New Data Links AI Sentiment with Verified Purchase Behavior to Reveal AI-Engaged Households Represent $37B in Additional Consumer Spending
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Consumers Warm to Agentic AI Purchases
A new RTB House survey of more than 1,800 consumers across the U.S., U.K., Japan and France finds growing consumer openness to agentic AI handling purchases, while many still want human oversight. In the U.S., respondents said AI tools broaden options and help discover brands; 42% said AI extends decision time and 59% credited AI with highlighting brands they didn’t know. Some consumers — especially older cohorts — prefer a human to review transactions before an AI agent completes purchases. The article also cites Amazon CEO Andy Jassy saying 350+ million customers used Alexa for Shopping in the past year and notes McKinsey & ICSC project U.S. agentic commerce could reach $1 trillion by 2030.
2026: The State of Consumer AI
In 2026, consumer AI is going deep. We estimate consumer AI spend has reached $40 billion, more than triple what we measured a year ago. Most of that growth did not come from new users, as overall adoption rose just three points, from 61% to 64% of U.S. adults. Instead, growth came from existing users doing more with AI.
How does Agentic AI impact the holiday path to purchase?
New RTB House research, Who’s Buying? Consumer Trust in the Age of Agentic AI, shows that artificial intelligence tools are reshaping Black Friday consumer behavior, turning rapid impulse buying into a longer, AI-guided evaluation period.
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