Playground →
Carpet One Floor & Home sits at the top of Big O Tires' similarity graph (0.77), and it isn't another tire shop or auto-parts brand — it's a home flooring retailer. That cross-category lead signals a two-peak structure in which the nearest audiences split between everyday service retail and a distinct cluster of golf and sports content.
The shape is confirmed by the second-strongest neighbor, Papa Murphy's (0.76), a QSR chain. Together, these two pull in one direction: franchise-style, brick-and-mortar service brands with a regional footprint. From there, the neighbor set pivots sharply. Titleist (0.74), Srixon (0.72), and Callaway Golf (0.72) — all subcategorized as Fitness brands — form a tight golf-equipment cluster that accounts for three of the top ten positions. Shaun White (0.74), an Athlete, reinforces the sports-adjacent pull. Rounding out the top ten are Andy Ngô (0.75, Journalist), Victra (0.72, Electronics retail), Elise Stefanik (0.71, Politician), and Below Deck (0.70, TV Show) — a mix that adds political-media and entertainment threads to the pattern. No other Automotive Parts and Accessories brand appears in the top 10.
The two-peak structure — service retail on one side, golf and sports content on the other — suggests Big O Tires draws an audience whose shape is defined less by automotive interest than by a broader profile of franchise-service consumers who also index toward recreational sports media.
