Kincaid Furniture's top 10 neighbors span car washes, casual dining chains, a bookstore, a TV show, and an athlete — a mix that reflects a broad, undifferentiated audience shape rather than any single defining cluster.

The shape is flat: scores run from 0.81 down to 0.77 with no dominant neighbor pulling away from the pack. Club Carwash leads at 0.81, followed closely by Fazoli's (0.81) and Tommy's Express Car Wash (0.80). Steak 'n Shake (0.80) and Books-A-Million (0.80) round out the top five. Tallying subcategories across all ten: three are in Casual Dining or Fast Casual Dining (Fazoli's, Steak 'n Shake, Cracker Barrel), two are Car Wash and Detailing (Club Carwash, Tommy's Express Car Wash), and the remaining five span Bookstores, TV Shows, Athletes, Home Improvement and Hardware, and Electronics. Notably, Ashley Furniture HomeStore — the only other Furniture Store in the top 10 — appears at position ten with a similarity of 0.74, the lowest score in the set. The cross-kind composition here is the defining feature: Kincaid's nearest audiences are shaped more by mid-market dining and service brands than by fellow furniture retailers.

This flat, cross-category pattern points to an audience whose shared characteristics cut across retail verticals rather than concentrating within the home furnishings space.