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Integrating artificial intelligence with retail and survey data to surveil oral nicotine pouch brands in the USA.

Ma S, Thai V, Zhang S, Xu L, Mays D, Chen J, Shang C · Tobacco control, 2026

nicotine-pouch

Researchers combined artificial intelligence technology with retail sales and survey information to track and monitor oral nicotine pouch products available in the US market. This approach provides a new method for understanding how these products are sold and distributed across different regions.

Relevance to India: None stated.