Six of Buff City Soap's ten nearest neighbors by audience shape are restaurant and dining brands — a mix of fast casual, QSR, and casual dining that has no obvious connection to a soap and personal care retailer. Similarity here measures how closely two entities' audiences resemble each other in composition, not whether the entities themselves are related.
The top two slots go to McAlister's Deli (0.87) and Clean Eatz (0.86), both fast casual dining. Buffalo Wild Wings (0.85) and three QSR brands — Jimmy John's (0.84), Salsarita's Fresh Cantina (0.84), and Qdoba Mexican Grill (0.83) — round out the restaurant cluster. The remaining four neighbors are more varied: comedian Joey Mulinaro (0.85), sports journalist Colin Cowherd (0.83), sporting goods retailer Rally House (0.83), and cosmetic services brand Palm Beach Tan (0.83). No other Beauty and Cosmetics entity appears in the top 10 — the audience shape Buff City Soap draws is defined almost entirely by categories outside its own.
The flat score distribution (0.87 down to 0.83 across all ten) means no single neighbor dominates; the audience is broadly shared with a consistent band of dining, sports media, and lifestyle brands rather than clustering tightly around any one type.