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Window World

Retail
Home Improvement and Hardware
Playground →Docs

Window World's nearest audiences span casual dining, car washes, grocery stores, and NFL athletes — a cross-kind mix that shares almost no subcategory with the center entity itself. Only Home Outlet (0.77), the one other Home Improvement and Hardware retailer in the top 10, reflects Window World's own kind.

The shape is flat: scores run from 0.86 down to 0.81 with no single dominant neighbor pulling away from the pack. Fazoli's leads at 0.86, followed closely by Tommy's Express Car Wash (0.85) and Speedy Cafe (0.85). Steak 'n Shake (0.84) and Club Carwash (0.84) round out the top five. Tallying the subcategories across all 10 neighbors: Casual Dining accounts for two entries (Fazoli's and Logan's Roadhouse, 0.81), Car Wash and Detailing for two (Tommy's Express Car Wash and Club Carwash), Athletes for two (Myles Garrett at 0.83 and Baker Mayfield at 0.81), and the remaining four span Gas Stations, Fast Casual Dining, Dealerships, and Grocery and Superstores — one each. The athlete neighbors are notably Ohio/AFC North–affiliated, but that pattern is a subcategory observation, not a thematic claim.

The flat, cross-kind structure suggests Window World's audience is defined less by home-improvement interest than by a broader regional and lifestyle profile that it shares with everyday service and dining brands.

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": "window-world", "title": "Window World", "category": "Retail", "subcategory": "Home Improvement and Hardware", "resolved": "window-world", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "fazoli-s", "title": "Fazoli's", "category": "Restaurants & Eateries", "subcategory": "Casual Dining", "similarity": 0.8583, "drivers": [ "F03", "Q06", "O02", "A02", "I03" ] }, { "handle": "tommy-s-express-car-wash", "title": "Tommy's Express Car Wash", "category": "Services", "subcategory": "Car Wash and Detailing", "similarity": 0.8513, "drivers": [ "F03", "B03", "N03", "A02", "Q01" ] }, { "handle": "speedy-cafe", "title": "Speedy Cafe", "category": "Convenience & Fuel", "subcategory": "Gas Stations", "similarity": 0.85, "drivers": [ "F03", "N03", "A02", "Q01", "Q06" ] }, { "handle": "steak-n-shake", "title": "Steak 'n Shake", "category": "Restaurants & Eateries", "subcategory": "Fast Casual Dining", "similarity": 0.8378, "drivers": [ "F03", "N03", "Q01", "E03", "P03" ] }, { "handle": "club-carwash", "title": "Club Carwash", "category": "Services", "subcategory": "Car Wash and Detailing", "similarity": 0.8357, "drivers": [ "F03", "B03", "D03", "N03", "A02" ] }, { "handle": "myleslgarrett", "title": "Myles Garrett", "category": "Celebrities and Influencers", "subcategory": "Athletes", "similarity": 0.8342, "drivers": [ "D03", "F03", "A02", "Q01", "O02" ] }, { "handle": "j-d-byrider", "title": "J.D. Byrider", "category": "Automotive", "subcategory": "Dealerships", "similarity": 0.828, "drivers": [ "F03", "Q06", "N03", "A02", "Q01" ] }, { "handle": "aldiusa", "title": "Aldi Usa", "category": "Brands", "subcategory": "Grocery and Superstores", "similarity": 0.8256, "drivers": [ "F03", "N03", "Q06", "A02", "Q01" ] }, { "handle": "meijer_social", "title": "Meijer (social)", "category": "Brands", "subcategory": "Grocery and Superstores", "similarity": 0.8222, "drivers": [ "F03", "N03", "O02", "D03", "O03" ] }, { "handle": "browns", "title": "Cleveland Browns", "category": "Organizations", "subcategory": "Sports Teams", "similarity": 0.8132, "drivers": [ "F03", "D03", "O02", "A02", "O03" ] } ] }
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