Mid-range hotels are the strongest pull in Topgolf's top 10 — and they form a distinct cluster alongside fast casual dining, with no other entertainment center appearing until position 14 in the broader set.
The shape here is two-peak. The first peak is hospitality: Staybridge Suites leads at 0.84, followed closely by SpringHill Suites by Marriott at 0.83 — both Mid-range Hotels. A third mid-range property, TownePlace Suites by Marriott, appears later in the broader neighbor set. The second peak is food and personal services: Pei Wei Asian Diner (0.81, Fast Casual Dining) and Smashburger (0.81, QSR) anchor that cluster, with Amazing Lash Studio (0.79, Beauty Salons and Spas) and Francesca's (0.78, Womens Apparel) rounding out the top six. The remaining four neighbors — Jared The Galleria of Jewelry (0.76), Pet Care & Services (0.76), Sport Clips (0.75), and Sharkey's Cuts for Kids (0.75) — span jewelry, pet care, and hair salons, reinforcing the personal-services character of the second cluster. Topgolf's own subcategory, Entertainment Centers, does not appear in the top 10 at all; the nearest same-kind neighbor sits outside this window.
The audience Topgolf shares most closely is one that also gravitates toward extended-stay lodging and suburban service retail — a profile that bridges travel-adjacent spending and family-oriented personal services.