The top 10 nearest neighbors for Vapor Maven span automotive dealerships, casual dining, discount retail, NASCAR athletes, country musicians, and a sports team — no single category dominates, and not one other Smoking retailer appears in the set.
The shape is broad, with scores running from Car Mart at 0.92 down to Stewart-Haas Racing at 0.87, a range that stays consistently elevated across very different entity types. RibCrib (0.90) and Best One Tire & Service (0.90) sit just behind Car Mart, confirming that no single neighbor pulls far ahead of the rest. Ollie's Bargain Outlet (0.89) represents discount retail; Kenny Wallace (0.88) and Tony Stewart (0.88) are the first of several NASCAR-adjacent athletes in the set. Hunter Hayes (0.87) and Thomas Rhett (0.87) bring country music into the mix alongside Stewart-Haas Racing. Tallying the subcategories across the top 10: Athletes (4), Musicians and Bands (2), Dealerships (1), Casual Dining (1), Maintenance and Repair Services (1), Discount Stores (1), and Sports Teams (1). The dominant thread is NASCAR-world athletes and country musicians — two clusters that frequently travel together — layered over a base of regional automotive and value retail.
The breadth of this neighbor set, with no standout spike and no same-kind Smoking retailer in the top 10, points to an audience defined less by product category than by a consistent regional and lifestyle profile that cuts across racing, country music, and everyday commerce.