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Pizza Ranch

Restaurants & Eateries
Casual Dining
Playground →Docs

At 0.90, Casey's General Stores is the strongest pull in Pizza Ranch's top 10 — a convenience store, not another restaurant. That cross-kind lead sets the tone for a neighbor set that spans well beyond casual dining.

The shape is two-peak. The first cluster anchors around convenience and everyday retail: Casey's General Stores (0.90) is followed closely by First Interstate Bank (0.88) and Scooter's Coffee and Yogurt (0.87), with Brown's Shoe Fit Co. (0.87) and maurices (0.87) rounding out a mix of footwear and women's apparel. The second cluster pulls toward alcohol brands — Busch Beer (0.86) and Natural Light (0.83) — and niche sports media: FloWrestling (0.84). Only two neighbors share Pizza Ranch's own Casual Dining subcategory: Perkins Restaurant & Bakery at 0.89 and, further down, Runza at 0.84 (QSR). The rest of the top 10 is drawn from convenience stores, financial services, apparel, alcohol, and fitness media — a distinctly cross-kind composition.

What the shape reveals is an audience defined less by restaurant preference than by a coherent regional and lifestyle profile that cuts across retail, fuel stops, banking, and leisure — the kind of overlap that emerges from a tightly shared geography and daily routine rather than a shared category.

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": "pizza-ranch", "title": "Pizza Ranch", "category": "Restaurants & Eateries", "subcategory": "Casual Dining", "resolved": "pizza-ranch", "k": 10, "shape": "two-peak", "filter": null, "results": [ { "handle": "casey-s-general-stores", "title": "Casey's General Stores", "category": "Convenience & Fuel", "subcategory": "Convenience Stores", "similarity": 0.9048, "drivers": [ "M01", "L02", "O01", "F03", "A06" ] }, { "handle": "perkins-restaurant-and-bakery", "title": "Perkins Restaurant & Bakery", "category": "Restaurants & Eateries", "subcategory": "Casual Dining", "similarity": 0.885, "drivers": [ "L02", "O01", "M01", "F03", "L04" ] }, { "handle": "first-interstate-bank", "title": "First Interstate Bank", "category": "Financial", "subcategory": "Banks", "similarity": 0.878, "drivers": [ "M01", "O01", "L02", "F03", "A06" ] }, { "handle": "scooter-s-coffee-yogurt", "title": "Scooter’s Coffee and Yogurt", "category": "Restaurants & Eateries", "subcategory": "Coffee and Tea", "similarity": 0.8689, "drivers": [ "M01", "L02", "O01", "F03", "J02" ] }, { "handle": "brown-s-shoe-fit-co", "title": "Brown's Shoe Fit Co.", "category": "Apparel", "subcategory": "Footwear", "similarity": 0.8678, "drivers": [ "O01", "L02", "M01", "L04", "A06" ] }, { "handle": "maurices", "title": "maurices", "category": "Apparel", "subcategory": "Womens Apparel", "similarity": 0.8662, "drivers": [ "M01", "L02", "O01", "F03", "L04" ] }, { "handle": "buschbeer", "title": "Busch Beer", "category": "Brands", "subcategory": "Alcohol", "similarity": 0.8617, "drivers": [ "M01", "L02", "O01", "F03", "N03" ] }, { "handle": "flowrestling", "title": "FloWrestling", "category": "Brands", "subcategory": "Fitness", "similarity": 0.8404, "drivers": [ "L02", "M01", "O01", "F03", "I01" ] }, { "handle": "runza", "title": "Runza", "category": "Restaurants & Eateries", "subcategory": "QSR", "similarity": 0.8395, "drivers": [ "L02", "O01", "M01", "L04", "F03" ] }, { "handle": "naturallight", "title": "Natural Light", "category": "Brands", "subcategory": "Alcohol", "similarity": 0.8277, "drivers": [ "M01", "L02", "O01", "A06", "Q01" ] } ] }
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