Our newsletterVendor reportProduct.ai, 14 Oct 2026
28.8% of U.S. AI shoppers who always verify have let AI complete a purchase vs 8.8% who never verify
Buyer behaviour
| Verification habit | Completed an AI purchase (%) |
|---|---|
| Always verify | 28.8% |
| Sometimes verify | 18.5% |
| Never verify | 8.8% |
Share who completed an AI purchase, by verification habit
Share who completed an AI purchase, by verification habit- Reader Note:
- Among 550 U.S. shoppers who used AI for product research in the past 90 days, grouped by how often they verify AI recommendations. Share who report letting AI complete a purchase: always verify 28.8% (n=222), sometimes 18.5% (n=271), never 8.8% (n=57, a small group). This compares self-selected groups and does not show that verifying causes delegation. Verification is a socially approved answer and may be over-reported. Self-reported online survey of U.S. adults (Aug 27 – Sep 1, 2026), unweighted; Product.ai sells verification products for commerce.
- Evidence:
- Self-reported behaviour
- Vendor interest:
- High — This comes from a company with a commercial interest in this market, so it is not a neutral source.
- Sample:
- Survey of 1,493 U.S. adults who shop for products, online or in stores, from a general-population panel; unweighted with quotas on age, gender, and region. Trend comparisons use 1,247 online shoppers; AI-user findings mostly use 550 respondents who used AI for product research in the past 90 days.
Reader Note:
Evidence:
Vendor interest:
Sample:Good for
A rough sense of size and direction, and deciding what to look at first.
Not for
- Exact numbers, or saying that one thing caused another.
- This was measured in one market. It may not hold where you are.
- The two groups were not split at random — they picked their own side. The difference may have been there before anything was measured.
- This comes from a company with a commercial interest in this market, so it is not a neutral source.
Related cards
Buyer behaviourTrend
Trend
Open full graphGemini and ChatGPT lead AI shopping research in the U.S.; 64.0% of AI shoppers use two or more assistants
Buyer behaviourTrend
89.9% of U.S. AI shoppers check an AI recommendation elsewhere before buying, up from 85.7% in June 2026Buyer behaviourTrend
Price explains 60% to 90% of perceived value; the rest comes from other factors
Go deeper on this topic
Our Substack turns the data behind these cards into full breakdowns: what changed, why, and what to do about it.
Buyer behaviourIdea
A calmer, simpler Smart ID rollout lifted adoption 38% among older users
Idea