Vendor reportProduct.ai, 14 Oct 2026
75.1% of U.S. AI shoppers know AI can repeat brand marketing as fact, yet 48.7% call AI shopping answers unbiased
Channel validation
48.7%
of AI users agreed that AI shopping answers are unbiased and not influenced by advertisers or brands
- Reader Note:
- Among 550 U.S. shoppers who used AI for product research in the past 90 days. Asked whether, before the survey, they knew an AI answer can repeat a brand's own marketing claims as if they were facts, 36.4% said they knew and 38.7% suspected it (75.1% combined); 24.9% did not know. In the same survey, 48.7% agreed that "AI shopping answers are unbiased, not influenced by advertisers or brands" (25.8% disagreed, 25.5% neutral; mean 4.46 on a 1–7 scale). 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.
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.
- This is an aggregated or average number that covers very different cases. Real results in a particular segment may differ.
- This comes from a company with a commercial interest in this market, so it is not a neutral source.




