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Penn Station

Restaurants & Eateries
Fast Casual Dining
Playground →Docs

The top 10 neighbors for Penn Station span six different subcategories — gas stations, pet supplies, automotive parts, casual dining, convenience stores, and fast casual dining — with no single category dominating the set.

The shape is broad, meaning overlap is distributed across many neighbors rather than concentrated in one. Speedy Cafe leads at 0.89, a gas station, followed by Feeders Supply (pet supplies, 0.86) and Tire Discounters (automotive parts, 0.85). These three highest-scoring neighbors share no subcategory with Penn Station, which is classified as Fast Casual Dining. The first restaurant neighbor doesn't appear until O'Charley's at 0.85 — a Casual Dining entry — followed by GetGo, a convenience store, at 0.84. Penn Station's own subcategory, Fast Casual Dining, appears twice in the top 10: Clean Eatz at 0.84 and Salsarita's Fresh Cantina at 0.83 (classified as QSR). Belle Tire (automotive parts, 0.84), First Financial Bank (banks, 0.83), and Sun Tan City (beauty salons and spas, 0.83) round out the set. The cross-kind composition — automotive, fuel, pet retail, banking, and beauty alongside food — is the defining structural feature here.

Penn Station's audience shape is defined less by what kind of restaurant it is and more by a broad Midwestern everyday-errand profile that cuts across retail, fuel, services, and dining alike.

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": "penn-station", "title": "Penn Station", "category": "Restaurants & Eateries", "subcategory": "Fast Casual Dining", "resolved": "penn-station", "k": 10, "shape": "broad", "filter": null, "results": [ { "handle": "speedy-cafe", "title": "Speedy Cafe", "category": "Convenience & Fuel", "subcategory": "Gas Stations", "similarity": 0.8881, "drivers": [ "A06", "I01", "J02", "N03", "Q01" ] }, { "handle": "feeders-supply", "title": "Feeders Supply", "category": "Retail", "subcategory": "Pet Supplies and Services", "similarity": 0.8593, "drivers": [ "A06", "I01", "J02", "N03", "P02" ] }, { "handle": "tire-discounters", "title": "Tire Discounters", "category": "Automotive", "subcategory": "Parts and Accessories", "similarity": 0.8506, "drivers": [ "A06", "I01", "J02", "N03", "P02" ] }, { "handle": "o-charley-s", "title": "O'Charley's", "category": "Restaurants & Eateries", "subcategory": "Casual Dining", "similarity": 0.8469, "drivers": [ "A06", "I01", "J02", "N03", "P02" ] }, { "handle": "getgo", "title": "GetGo", "category": "Convenience & Fuel", "subcategory": "Convenience Stores", "similarity": 0.8445, "drivers": [ "A06", "I01", "J02", "N03", "P02" ] }, { "handle": "clean-eatz", "title": "Clean Eatz", "category": "Restaurants & Eateries", "subcategory": "Fast Casual Dining", "similarity": 0.8386, "drivers": [ "N03", "I01", "P02", "P03", "Q01" ] }, { "handle": "belle-tire", "title": "Belle Tire", "category": "Automotive", "subcategory": "Parts and Accessories", "similarity": 0.8384, "drivers": [ "A06", "I01", "J02", "N03", "P02" ] }, { "handle": "salsarita-s-fresh-cantina", "title": "Salsarita's Fresh Cantina", "category": "Restaurants & Eateries", "subcategory": "QSR", "similarity": 0.8269, "drivers": [ "A06", "I01", "J02", "N03", "P02" ] }, { "handle": "first-financial-bank", "title": "First Financial Bank", "category": "Financial", "subcategory": "Banks", "similarity": 0.8263, "drivers": [ "A06", "I01", "J02", "N03", "P02" ] }, { "handle": "sun-tan-city", "title": "Sun Tan City", "category": "Services", "subcategory": "Beauty Salons and Spas", "similarity": 0.8257, "drivers": [ "N03", "A06", "I01", "E05", "E03" ] } ] }
Full Attention graph /similarity /affinity /demographics available with  API key: