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Chevron Extra Mile

Convenience & Fuel
Gas Stations
Playground →Docs

The top 10 neighbors for Chevron Extra Mile span six distinct subcategories — and not one of them is another gas station.

The shape is broad: scores run from 0.95 down to 0.86 with no single dominant neighbor pulling far ahead of the rest. The Habit Burger Grill leads at 0.95, followed closely by In-N-Out Burger at 0.92 and 24 Hour Fitness at 0.92. Mountain Mike's Pizza (0.89) and Yogurtland (0.88) round out the top five. Tallying the subcategories across all 10 neighbors: Fast Casual Dining accounts for three entries (Habit Burger Grill, Mountain Mike's Pizza, and The Flame Broiler), QSR for two (In-N-Out Burger and Yogurtland), with Miniso (Department Stores, 0.88), El Pollo Loco (QSR, 0.87), Del Taco (QSR, 0.87), See's Candies (Bakeries Desserts and Confectioneries, 0.87), and The Flame Broiler (Fast Casual Dining, 0.86) filling the rest. No other Gas Stations subcategory entity appears in the top 10 — the nearest audience neighbors are overwhelmingly quick-service and fast casual food brands, with a fitness chain and a retail outlier mixed in.

The cross-kind pattern here is the structural finding: Chevron Extra Mile's audience shape aligns most tightly with West Coast-concentrated food and dining brands, not with fuel or convenience competitors, suggesting the audience composition it draws resembles that of everyday errand-and-meal consumers rather than a fuel-specific crowd.

Nearest neighbors by audience shape

Cosine similarity over Persona Live audience composition.
"Entities whose overall audience profile most closely matches this one — people who follow one tend to follow the other."

Raw data

Attention graph /similar sample results  (free):
{ "handle": "chevron-extra-mile", "title": "Chevron Extra Mile", "category": "Convenience & Fuel", "subcategory": "Gas Stations", "resolved": "chevron-extra-mile", "k": 10, "shape": "broad", "filter": null, "results": [ { "handle": "habit-burger-grill", "title": "The Habit Burger Grill", "category": "Restaurants & Eateries", "subcategory": "Fast Casual Dining", "similarity": 0.95, "drivers": [ "N01", "Q02", "N02", "E03", "N04" ] }, { "handle": "in-n-out-burger", "title": "In-N-Out Burger", "category": "Restaurants & Eateries", "subcategory": "QSR", "similarity": 0.917, "drivers": [ "Q04", "O04", "M04", "N02", "N01" ] }, { "handle": "24-hour-fitness", "title": "24 Hour Fitness", "category": "Fitness & Wellness", "subcategory": "Fitness Centers and Gyms", "similarity": 0.9156, "drivers": [ "N03", "N02", "O04", "M03", "N01" ] }, { "handle": "mountain-mike-s-pizza", "title": "Mountain Mike's Pizza", "category": "Restaurants & Eateries", "subcategory": "Fast Casual Dining", "similarity": 0.8925, "drivers": [ "N03", "A06", "Q02", "O04", "Q04" ] }, { "handle": "yogurtland", "title": "Yogurtland", "category": "Restaurants & Eateries", "subcategory": "QSR", "similarity": 0.8758, "drivers": [ "A06", "N01", "N03", "N02", "M03" ] }, { "handle": "miniso", "title": "Miniso", "category": "Retail", "subcategory": "Department Stores", "similarity": 0.8756, "drivers": [ "N01", "N03", "M03", "K01", "L03" ] }, { "handle": "el-pollo-loco", "title": "El Pollo Loco", "category": "Restaurants & Eateries", "subcategory": "QSR", "similarity": 0.8748, "drivers": [ "Q04", "N01", "M04", "M03", "N02" ] }, { "handle": "del-taco", "title": "Del Taco", "category": "Restaurants & Eateries", "subcategory": "QSR", "similarity": 0.8701, "drivers": [ "E03", "N01", "N02", "Q02", "M03" ] }, { "handle": "see-s-candies", "title": "See's Candies", "category": "Restaurants & Eateries", "subcategory": "Bakeries Desserts and Confectioneries", "similarity": 0.867, "drivers": [ "A06", "Q02", "Q04", "N01", "M04" ] }, { "handle": "flame-broiler", "title": "The Flame Broiler", "category": "Restaurants & Eateries", "subcategory": "Fast Casual Dining", "similarity": 0.8625, "drivers": [ "N01", "Q04", "N02", "O04", "M03" ] } ] }
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