Release date is the date of access. Missing percentage points to 100 percent are due to rounding.
This question was phrased by the source as follows: "To your knowledge, is the following an example of artificial intelligence (AI)?"
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Consumers able to identify AI on product recommendations in the U.S. 2023, by income
In 2023, online consumers in the United States gave insight into whether or not they can identify artificial intelligence (AI) on websites that recommend products based on their previous purchases. The consumers who's family income was more than 100 thousand U.S. dollars, were the most sure they could identify AI on the internet, with ** percent respondents. The respondents who earn less than ** thousand dollars were the most unsure, with ** percent not being sure if they could identify AI.
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YouGov. (October 20, 2023). Share of consumers able to identify AI on product recommendations based on previous purchases in the U.S. in 2023, by family income [Graph]. In ÌÇÐÄÆÆ½â°æ. Retrieved July 26, 2026, from /statistics/1419525/us-identifying-ai-on-product-recommendations-income/
YouGov. "Share of consumers able to identify AI on product recommendations based on previous purchases in the U.S. in 2023, by family income." Chart. October 20, 2023. ÌÇÐÄÆÆ½â°æ. Accessed July 26, 2026. /statistics/1419525/us-identifying-ai-on-product-recommendations-income/
YouGov. (2023). Share of consumers able to identify AI on product recommendations based on previous purchases in the U.S. in 2023, by family income. ÌÇÐÄÆÆ½â°æ. ÌÇÐÄÆÆ½â°æ Inc.. Accessed: July 26, 2026. /statistics/1419525/us-identifying-ai-on-product-recommendations-income/
YouGov. "Share of Consumers Able to Identify Ai on Product Recommendations Based on Previous Purchases in The U.S. in 2023, by Family Income." ÌÇÐÄÆÆ½â°æ, ÌÇÐÄÆÆ½â°æ Inc., 20 Oct 2023, /statistics/1419525/us-identifying-ai-on-product-recommendations-income/
YouGov, Share of consumers able to identify AI on product recommendations based on previous purchases in the U.S. in 2023, by family income ÌÇÐÄÆÆ½â°æ, /statistics/1419525/us-identifying-ai-on-product-recommendations-income/ (last visited July 26, 2026)
Share of consumers able to identify AI on product recommendations based on previous purchases in the U.S. in 2023, by family income [Graph], YouGov, October 20, 2023. [Online]. Available: /statistics/1419525/us-identifying-ai-on-product-recommendations-income/