The top 10 neighbors split into two distinct neighborhoods: a tight cluster of regional fast-casual and QSR dining brands, and a secondary pull toward sports media personalities — a pairing that defines Swig's two-peak audience shape.
The dining cluster dominates the upper range. Café Zupas (0.82) and Mo' Bettahs (0.82) are the two strongest matches, separated by less than 0.003, followed closely by Costa Vida (0.80) and Red Robin Gourmet Burgers (0.75). These four span QSR and Fast Casual Dining subcategories — not Swig's own Coffee and Tea subcategory — meaning the audience shape here is driven by regional dining behavior, not by other beverage or coffee brands. Crumbl Cookies (0.74) reinforces this pattern as another Fast Casual Dining neighbor. The one Coffee and Tea peer in the top 10 is FiiZ Drinks at 0.70, the only neighbor sharing Swig's own subcategory.
The second peak arrives through sports: Tom Brady (0.72), an Athlete, and Kay Adams (0.72), a TV Personality, both land in the top 10 alongside Field Yates (0.72), a Journalist. None of these are restaurant or food entities — their presence signals that a meaningful portion of Swig's audience also clusters around sports media figures. Rounding out the top 10, Prime IV Hydration and Wellness (0.76) from Health and Medical Services and Dick's Sporting Goods (0.74) from Sporting Goods and Outdoor Gear add further cross-category texture.
The two-peak structure — regional dining on one side, sports media on the other — suggests Swig's audience is shaped by a specific lifestyle combination rather than by the beverage category alone.