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Ryder is the single strongest pull in Isuzu's top 10, scoring 0.82 — a full seven points above the next neighbor. That gap defines the shape: one dominant node, then a dispersed field.
The top 10 neighbors span a notably wide range of subcategories. Ryder (0.82, Car Rental) sits alone at the top, followed by White Castle (0.75, Fast Casual Dining), Beacon Roofing Supply (0.74, Home Improvement and Hardware), TForce Freight (0.74, Transport and Logistics), and Unifirst (0.73, Other Business Services). None of these five share a subcategory with each other or with Isuzu's own subcategory of Car Makers — and no other Car Maker appears anywhere in the top 10. What the neighbors share is not a theme but an audience composition: commercial and working-sector brands, logistics and fleet services, quick-service food, and building supply. MAACO (0.72) and Auto Glass Now (0.72) are the only Automotive entries in the top 10, both in Maintenance and Repair Services rather than Car Makers. Planet Fitness (0.72) is the lone Fitness & Wellness entry, adding further cross-category spread. Checkers Drive-In Restaurants (0.73, QSR) and FinishMaster (0.71, Maintenance and Repair Services) round out the set.
The overall picture is an audience shaped by commercial, trade, and working-sector contexts — with Ryder's fleet-and-logistics profile as the clearest structural anchor.
