The top 10 neighbors for Cobblestone Inn & Suites span hardware retail, automotive parts, farm equipment, budget lodging, and convenience brands — no single category dominates, and the audience shape is genuinely broad.

The highest similarity score belongs to Do It Best at 0.94, a home improvement and hardware retailer — not another hotel. Budget Host follows at 0.92, the one budget lodging neighbor in the top 10, and Auto Value (automotive parts and accessories) sits at 0.92 as well. John Deere lands at 0.91, and AmericInn — the only other mid-range hotel in the top 10, sharing Cobblestone's own subcategory — comes in at 0.90. Casey's (convenience, 0.89), Godfather's Pizza (fast casual dining, 0.89), CARQUEST Auto Parts (0.89), B2B Services & Wholesale (0.88), and Bomgaars (home improvement and hardware, 0.88) round out the set.

Tallying the subcategories: three neighbors are in automotive parts or car-adjacent retail, two are in home improvement and hardware, two are in lodging (one budget, one mid-range), and the remaining three span convenience, fast casual dining, and B2B wholesale. The cross-kind pattern is the defining feature here — the audience that follows Cobblestone Inn & Suites looks nearly as much like the audience for a hardware co-op or an auto parts chain as it does for another hotel, pointing to a rural and small-town commercial corridor as the connective tissue across the cluster.