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In-N-Out Burger sits at 0.86 — the strongest pull in Mandee's top 10 — while Chevron Extra Mile follows at 0.84, forming a two-peak structure that bridges quick-service food and fuel retail rather than anything in women's apparel.
The shape is two-peak, and the two anchors define it clearly. In-N-Out Burger (0.86, QSR) and Chevron Extra Mile (0.84, Gas Stations) are the twin poles; the remaining eight neighbors fill in around them without approaching either score. Lidl (0.83, General Grocery Stores) and Carvel (0.82, Bakeries Desserts and Confectioneries) extend the food and everyday-errand cluster, while Mountain Mike's Pizza (0.82, Fast Casual Dining) and 24 Hour Fitness (0.82, Fitness Centers and Gyms) round out the set. Tallying subcategories across all ten: QSR, Gas Stations, General Grocery Stores, Bakeries Desserts and Confectioneries, Fast Casual Dining, and Fitness Centers and Gyms each appear once or twice — a mix of food service, fuel, grocery, and fitness. No other Womens Apparel brand appears in the top 10; the nearest apparel-adjacent entry is Costco Optical (Eyewear, 0.78) further down the wider graph. The audience Mandee draws looks, by shape, far more like the audience of a regional QSR or gas station chain than like that of a direct apparel competitor.
This pattern suggests Mandee's audience is defined less by fashion category affinity and more by a practical, errand-driven consumer routine shared with food, fuel, and grocery brands.
