Playground →
The top 10 neighbors for ABRA Auto Body and Glass span nine different subcategories — casual dining, QSR, grocery, beauty salons, coffee, convenience, pharmacy, furniture, and gas stations — with scores compressed between 0.80 and 0.85, the hallmark of a flat audience shape. Similarity here measures how closely two entities' audiences resemble each other in composition; the tight band means no single neighbor dominates.
Not one neighbor in the top 10 shares ABRA's own subcategory, Maintenance and Repair Services. Instead, the cluster reads like a map of routine, brick-and-mortar errands: Perkins Restaurant & Bakery (0.85) and Culver's (0.80) anchor the food end, Cost Cutters (0.84) and Hy-Vee Pharmacy (0.82) cover personal services and health, Hy-Vee (0.83) and Hy-Vee Gas Station (0.80) represent grocery and fuel, and Slumberland Furniture (0.82) extends the pattern into home retail. Kwik Trip (0.81) and Biggby Coffee (0.81) round out the convenience and coffee end. The geographic concentration of these brands — heavily Midwest — is a structural feature of the cluster worth noting alongside the category mix.
The flat shape with no automotive peers in the top 10 suggests ABRA's audience is defined less by automotive interest than by the cadence of everyday, in-person service consumption.
