Playground →
The top 10 neighbors for Big Box Retailers span six different subcategories — no single kind dominates, and the spread runs from a pharmacy chain to a firearms brand to a fast-casual restaurant to a fashion label.
The shape is broad: Walmart leads at 0.93, followed closely by Walmart Pharmacy at 0.91, but the scores decline gradually rather than dropping off sharply, and the neighbor set fans out across a wide range of entity types. Smith & Wesson Inc. (0.89, B2B) and GLOCK Inc. (0.87, B2B) sit in the top five alongside Pizza Hut (0.88, Fast Casual Dining), signaling that the audience shape here is not defined by retail adjacency alone. Vspink (0.87, Fashion) and Harbor Freight Tools (0.87, Home Improvement and Hardware) extend the range further, while Post Malone (0.87, Musicians and Bands), Texas Roadhouse (0.87, Restaurant), and Timthetatman (0.86, Tech Personalities) round out the ten. Only one neighbor — Walmart — shares the center entity's own subcategory of Big Box Retailers. The remaining nine come from seven distinct subcategories across five categories.
What the data reveals is an audience whose shape is genuinely mass-market: it overlaps comparably with firearms brands, restaurant chains, a fashion label, a hardware retailer, a musician, and a gaming streamer — a composition that reflects breadth rather than any single defining cluster.
