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The top 10 neighbors for 24 Hour Fitness span gas stations, quick-service restaurants, fast casual dining, grocery, and retail — with LA Fitness (0.87) the only other gym in the set.
The shape is flat: scores run from 0.92 down to 0.87 with no single dominant neighbor and no sharp drop-off. Chevron Extra Mile sits at the top (0.92), followed closely by In-N-Out Burger (0.91), The Habit Burger Grill (0.91), Yogurtland (0.90), and See's Candies (0.90). By subcategory, the top 10 breaks down as: QSR (In-N-Out, Yogurtland), Fast Casual Dining (Habit Burger, Flame Broiler), Gas Stations (Chevron Extra Mile), Bakeries Desserts and Confectioneries (See's Candies), Department Stores (Miniso), General Grocery Stores (Amazon Fresh), and Fitness Centers and Gyms (LA Fitness). That is a cross-kind cluster — eight of the ten neighbors come from food, fuel, and retail, not fitness. The one fellow gym, LA Fitness, lands at position nine (0.87), well within the band rather than standing apart.
The pattern points to an audience defined less by fitness category membership and more by a West Coast, everyday-errand footprint — the same people who stop at a Chevron, grab a burger, and pick up groceries are the ones whose shape most closely mirrors 24 Hour Fitness's audience.
