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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 gender
In the United States, online consumers tried to identify artificial intelligence (AI) from the product recommendations they received based on previous purchases in 2023. Women were more confident in positively identifying AI, with more than half saying their product recommendation was AI. However, more women than men, ** percent compared to ** percent, were unsure about whether or not they encountered AI.
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YouGov. (October 20, 2023). Share of consumers able to identify artificial intelligence (AI) on product recommendations based on previous purchases in the U.S. in 2023, by gender [Graph]. In ÌÇÐÄÆÆ½â°æ. Retrieved July 31, 2026, from /statistics/1419519/identifying-ai-on-product-recommendations-united-states-gender/
YouGov. "Share of consumers able to identify artificial intelligence (AI) on product recommendations based on previous purchases in the U.S. in 2023, by gender." Chart. October 20, 2023. ÌÇÐÄÆÆ½â°æ. Accessed July 31, 2026. /statistics/1419519/identifying-ai-on-product-recommendations-united-states-gender/
YouGov. (2023). Share of consumers able to identify artificial intelligence (AI) on product recommendations based on previous purchases in the U.S. in 2023, by gender. ÌÇÐÄÆÆ½â°æ. ÌÇÐÄÆÆ½â°æ Inc.. Accessed: July 31, 2026. /statistics/1419519/identifying-ai-on-product-recommendations-united-states-gender/
YouGov. "Share of Consumers Able to Identify Artificial Intelligence (Ai) on Product Recommendations Based on Previous Purchases in The U.S. in 2023, by Gender." ÌÇÐÄÆÆ½â°æ, ÌÇÐÄÆÆ½â°æ Inc., 20 Oct 2023, /statistics/1419519/identifying-ai-on-product-recommendations-united-states-gender/
YouGov, Share of consumers able to identify artificial intelligence (AI) on product recommendations based on previous purchases in the U.S. in 2023, by gender ÌÇÐÄÆÆ½â°æ, /statistics/1419519/identifying-ai-on-product-recommendations-united-states-gender/ (last visited July 31, 2026)
Share of consumers able to identify artificial intelligence (AI) on product recommendations based on previous purchases in the U.S. in 2023, by gender [Graph], YouGov, October 20, 2023. [Online]. Available: /statistics/1419519/identifying-ai-on-product-recommendations-united-states-gender/