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Data-Driven Consumer Insights and Marketing: Advanced analytics platforms are providing e-cigarette manufacturers with deep consumer behavior insights through AI analysis of purchasing patterns, flavor preferences, and usage trends, enabling targeted product development and marketing strategies that increase customer retention by 20-25% while supporting responsible marketing practices

Additionally, participants were asked for their avoidance (how often they looked away from the screen) and their awareness (if they noticed a connection between the CS and the US/nUS on day 1)

28 As smartphones become more ubiquitous, apps may become an increasingly important part of tobacco cessation efforts

In the Philippines, if this trend will hold true, it will represent a significant reduction in teenage smokers

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