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Speedy Cafe

Convenience & Fuel
Gas Stations
Playground →Docs

Speedy Cafe's top 10 neighbors span fast casual dining, casual dining, department stores, banking, automotive dealerships, and car wash services — a mixed-category cluster with no single subcategory dominating and no standout score pulling away from the rest.

Similarity here measures how closely two entities' audiences resemble each other in composition. The scores across the top 10 run from 0.90 down to 0.86, a narrow band that confirms the flat shape: Steak 'n Shake leads at 0.90, followed by Gabe's (0.90), Bob Evans (0.90), First Financial Bank (0.89), and Fazoli's (0.89). Restaurants & Eateries account for five of the ten neighbors — Steak 'n Shake, Bob Evans, Fazoli's, Penn Station, and Tim Hortons — spanning fast casual, casual dining, and QSR subcategories. The remaining five come from Retail (Gabe's), Financial (First Financial Bank), Automotive (J.D. Byrider), and Services (Club Carwash, Tim Hortons already counted). Notably, no other Gas Stations subcategory entity appears in the top 10, meaning Speedy Cafe's nearest audience shapes are drawn almost entirely from dining and everyday-errand categories rather than its own kind.

This flat, cross-category cluster points to an audience defined less by fuel and convenience retail habits and more by a broad pattern of routine, value-oriented consumption across food, finance, and services.

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": "speedy-cafe", "title": "Speedy Cafe", "category": "Convenience & Fuel", "subcategory": "Gas Stations", "resolved": "speedy-cafe", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "steak-n-shake", "title": "Steak 'n Shake", "category": "Restaurants & Eateries", "subcategory": "Fast Casual Dining", "similarity": 0.9033, "drivers": [ "N03", "I01", "Q01", "A06", "F03" ] }, { "handle": "gabe-s", "title": "Gabe's", "category": "Retail", "subcategory": "Department Stores", "similarity": 0.8988, "drivers": [ "N03", "J02", "P02", "Q06", "A02" ] }, { "handle": "bob-evans", "title": "Bob Evans", "category": "Restaurants & Eateries", "subcategory": "Casual Dining", "similarity": 0.8962, "drivers": [ "A06", "N03", "Q01", "O01", "I01" ] }, { "handle": "first-financial-bank", "title": "First Financial Bank", "category": "Financial", "subcategory": "Banks", "similarity": 0.8943, "drivers": [ "A06", "I01", "J02", "N03", "Q01" ] }, { "handle": "fazoli-s", "title": "Fazoli's", "category": "Restaurants & Eateries", "subcategory": "Casual Dining", "similarity": 0.8928, "drivers": [ "F03", "O02", "Q06", "O03", "A06" ] }, { "handle": "penn-station", "title": "Penn Station", "category": "Restaurants & Eateries", "subcategory": "Fast Casual Dining", "similarity": 0.8881, "drivers": [ "A06", "I01", "J02", "N03", "Q01" ] }, { "handle": "j-d-byrider", "title": "J.D. Byrider", "category": "Automotive", "subcategory": "Dealerships", "similarity": 0.8791, "drivers": [ "O03", "A06", "I01", "J02", "N03" ] }, { "handle": "club-carwash", "title": "Club Carwash", "category": "Services", "subcategory": "Car Wash and Detailing", "similarity": 0.8603, "drivers": [ "F03", "A06", "I01", "J02", "N03" ] }, { "handle": "tim-hortons", "title": "Tim Hortons", "category": "Restaurants & Eateries", "subcategory": "QSR", "similarity": 0.8582, "drivers": [ "O02", "D03", "N03", "J02", "P02" ] }, { "handle": "o-charley-s", "title": "O'Charley's", "category": "Restaurants & Eateries", "subcategory": "Casual Dining", "similarity": 0.8547, "drivers": [ "A06", "I01", "J02", "N03", "Q01" ] } ] }
Full Attention graph /similarity /affinity /demographics available with  API key: