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Loaf 'N Jug

Convenience & Fuel
Gas Stations

Runza is the single strongest pull in Loaf 'N Jug's top 10, scoring 0.82 — a full nine points above the next neighbor. That gap defines the spike shape here: one neighbor stands apart, and the rest form a tighter band between 0.69 and 0.73.

Below Runza, the top 10 spans a notably cross-kind mix. Perkins Restaurant & Bakery (0.73) and Holiday Hair (0.72) sit just behind, followed by Alta Convenience (0.72) and Hy-Vee Pharmacy (0.71). Only two of the ten neighbors share Loaf 'N Jug's own subcategory — Sheetz (0.71) and, further down, Alta Convenience is actually classified as Convenience Stores rather than Gas Stations, making Sheetz the lone fellow Gas Station in the top 10. The remaining neighbors are drawn from QSR, Casual Dining, Beauty Salons and Spas, Pharmacies and Drugstores, Beauty and Cosmetics, General Grocery Stores, and Automotive Maintenance — a spread that cuts across everyday-errand categories rather than clustering around fuel and convenience. ABRA Auto Body and Glass (0.70) and Hy-Vee (0.71) round out the range, reinforcing the errand-run character of the neighbor set.

The overall shape points to an audience defined less by the fuel-and-convenience category and more by a routine, practical, geographically rooted pattern of everyday stops — one that Runza captures more completely than any other single entity in the data.

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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": "loaf-n-jug", "title": "Loaf 'N Jug", "category": "Convenience & Fuel", "subcategory": "Gas Stations", "resolved": "loaf-n-jug", "k": 10, "shape": "spike", "filter": null, "results": [ { "handle": "runza", "title": "Runza", "category": "Restaurants & Eateries", "subcategory": "QSR", "similarity": 0.817, "drivers": [ "L02", "O01", "L04", "M01", "F03" ] }, { "handle": "perkins-restaurant-and-bakery", "title": "Perkins Restaurant & Bakery", "category": "Restaurants & Eateries", "subcategory": "Casual Dining", "similarity": 0.7256, "drivers": [ "L02", "F03", "O01", "Q06", "M01" ] }, { "handle": "holiday-hair", "title": "Holiday Hair", "category": "Services", "subcategory": "Beauty Salons and Spas", "similarity": 0.7205, "drivers": [ "L02", "M01", "L04", "F03", "Q06" ] }, { "handle": "alta-convenience", "title": "Alta Convenience", "category": "Convenience & Fuel", "subcategory": "Convenience Stores", "similarity": 0.7178, "drivers": [ "O01", "L04", "N01", "Q06", "M01" ] }, { "handle": "hy-vee-pharmacy", "title": "Hy-Vee Pharmacy", "category": "Retail", "subcategory": "Pharmacies and Drugstores", "similarity": 0.7129, "drivers": [ "O03", "O01", "F03", "Q06", "A06" ] }, { "handle": "sheetz", "title": "Sheetz", "category": "Convenience & Fuel", "subcategory": "Gas Stations", "similarity": 0.7103, "drivers": [ "M01", "O01", "L04", "L02", "A06" ] }, { "handle": "tacotime", "title": "TacoTime", "category": "Restaurants & Eateries", "subcategory": "QSR", "similarity": 0.7088, "drivers": [ "L02", "M01", "O01", "A02", "A03" ] }, { "handle": "state-rda", "title": "State RDA", "category": "Retail", "subcategory": "Beauty and Cosmetics", "similarity": 0.7066, "drivers": [ "O03", "Q06", "F03", "A06", "E06" ] }, { "handle": "hy-vee", "title": "Hy-Vee", "category": "Grocery & Food Retail", "subcategory": "General Grocery Stores", "similarity": 0.7064, "drivers": [ "O03", "F03", "A06", "F04", "I01" ] }, { "handle": "abra-auto-body-glass", "title": "ABRA Auto Body and Glass", "category": "Automotive", "subcategory": "Maintenance and Repair Services", "similarity": 0.7046, "drivers": [ "Q06", "L02", "F03", "M01", "O01" ] } ] }
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