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BackgroundAudits of tobacco retail stores can identify marketing patterns as newer tobacco products are introduced in the US. Our study examined store and neighborhood correlates of availability of nicotine pouches and disposable e-cigarettes in four US sites.MethodsWe conducted standardized store audits of n=242 tobacco retailers in 2021 in different states: New Jersey, Kentucky, North Carolina, and New York. Store audits focused on availability of nicotine pouches and disposable e-cigarettes. We geocoded stores linking them with census tract demographics. We conducted unadjusted and adjusted Poisson regression of availability of each product with correlates of the proportion of Non-Hispanic White residents, households under poverty, proximity to schools, site, and store type.ResultsNicotine pouches and disposable e-cigarettes were each available in around half the stores, but availability differed across sites. In adjusted analyses, nicotine pouches were less likely to be available in each store type vs. chain convenience and more likely in stores in census tracts with more non-Hispanic White residents. In contrast, disposable e-cigarettes were more likely to be available in tobacco store/vape shops than convenience stores and less likely in non-specialty store types like groceries.ConclusionsThe availability of newer tobacco products like nicotine pouches and disposable e-cigarettes were widely available in stores across sites, but retail marketing patterns appear to differ. As these product types become subject to increased regulation as they go through the FDA pre-market authorization process, understanding changes in their retail environment is critical to inform potential policies regulating their sale and marketing.