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EZ Mart

Convenience & Fuel
Gas Stations
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The top 10 neighbors for EZ Mart span six different subcategories — no single kind dominates, and the spread runs from grocery to banking to sporting goods.

The shape is broad: scores range from 0.83 at the top down to 0.72 at position 10, with no single neighbor pulling far ahead of the rest. Family Fare leads at 0.83, a general grocery store — not another gas station or convenience store. Dunham's Sports follows at 0.79 (sporting goods and outdoor gear), then Northwest Bank at 0.79 (banks). The first fellow gas station, MFA Oil, arrives fourth at 0.79, nearly tied with the bank. Kwik Fill (0.75) and Par Mar Stores (0.75) round out the gas station presence in the top 10, giving EZ Mart three same-subcategory neighbors — but they sit behind a grocer, a sporting goods retailer, and a bank.

That cross-kind composition is the defining feature here. The top 10 also include Label Shopper (apparel, 0.74), Associated Bank (banks, 0.73), Field & Stream (magazine, 0.72), and VIP Tires & Service (automotive parts, 0.72). Banks appear twice; the remaining neighbors are each from a distinct subcategory. The audience shape EZ Mart shares most broadly is not with other fuel and convenience brands but with a wider mix of rural and regional retail — grocers, hardware, sporting goods, and community banks.

This broad, cross-category pattern suggests EZ Mart's audience is defined less by the fuel-and-convenience category itself than by a regional consumer profile that overlaps with many kinds of everyday local commerce.

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": "ez-mart", "title": "EZ Mart", "category": "Convenience & Fuel", "subcategory": "Gas Stations", "resolved": "ez-mart", "k": 10, "shape": "broad", "filter": null, "results": [ { "handle": "family-fare", "title": "Family Fare", "category": "Grocery & Food Retail", "subcategory": "General Grocery Stores", "similarity": 0.834, "drivers": [ "K01", "J05", "N01", "A02", "A03" ] }, { "handle": "dunham-s-sports", "title": "Dunham's Sports", "category": "Retail", "subcategory": "Sporting Goods and Outdoor Gear", "similarity": 0.7911, "drivers": [ "K01", "M01", "J05", "N01", "O01" ] }, { "handle": "northwest-bank", "title": "Northwest Bank", "category": "Financial", "subcategory": "Banks", "similarity": 0.7868, "drivers": [ "K01", "M01", "N01", "A02", "A03" ] }, { "handle": "mfa-oil", "title": "MFA Oil", "category": "Convenience & Fuel", "subcategory": "Gas Stations", "similarity": 0.7865, "drivers": [ "K01", "M01", "N01", "M03", "O01" ] }, { "handle": "kwik-fill", "title": "Kwik Fill", "category": "Convenience & Fuel", "subcategory": "Gas Stations", "similarity": 0.7542, "drivers": [ "M01", "K01", "N01", "M03", "O01" ] }, { "handle": "par-mar-stores", "title": "Par Mar Stores", "category": "Convenience & Fuel", "subcategory": "Gas Stations", "similarity": 0.7461, "drivers": [ "K01", "N01", "M01", "M03", "N04" ] }, { "handle": "label-shopper", "title": "Label Shopper", "category": "Apparel", "subcategory": "General", "similarity": 0.7438, "drivers": [ "M01", "K01", "N01", "J05", "M03" ] }, { "handle": "associated-bank", "title": "Associated Bank", "category": "Financial", "subcategory": "Banks", "similarity": 0.727, "drivers": [ "J05", "K01", "M01", "A06", "F04" ] }, { "handle": "fieldandstream", "title": "Field & Stream", "category": "Marketing Channels", "subcategory": "Magazines", "similarity": 0.7231, "drivers": [ "M01", "K01", "N01", "J05", "M03" ] }, { "handle": "vip-tires-and-service", "title": "VIP Tires & Service", "category": "Automotive", "subcategory": "Parts and Accessories", "similarity": 0.7199, "drivers": [ "K01", "N01", "M01", "J05", "A06" ] } ] }
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