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ZIPS Car Wash

Services
Car Wash and Detailing
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The top 10 neighbors for ZIPS Car Wash span six distinct subcategories — home goods, footwear, automotive parts, casual dining, pharmacies, and furniture — with no single category dominating the set. That breadth is the defining structural feature here.

The shape is broad: scores run from 0.82 down to 0.76 across the top 10, with no single neighbor pulling sharply ahead of the rest. LL Flooring leads at 0.82, followed by Shoe Station at 0.80 and Belle Tire at 0.78. LongHorn Steakhouse (0.77) and Meijer Pharmacy (0.76) round out the top five. The cross-kind pattern is striking: only one neighbor in the top 10 shares ZIPS Car Wash's own subcategory — Club Carwash at 0.76. The remaining nine are retail, dining, and automotive-adjacent brands with no obvious thematic thread connecting them to a car wash. Automotive subcategories appear twice in the top 10 (Belle Tire in Parts and Accessories; Club Carwash in Car Wash and Detailing), but the majority of neighbors are drawn from Retail and Restaurants — Home Goods and Furnishings, Footwear, Casual Dining, Pharmacies and Drugstores, and Furniture Stores each contributing one entry.

This broad, cross-kind shape suggests an audience whose composition is not defined by automotive interest alone, but by a wider consumer profile that overlaps with home, dining, and everyday retail 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": "zips-car-wash", "title": "ZIPS Car Wash", "category": "Services", "subcategory": "Car Wash and Detailing", "resolved": "zips-car-wash", "k": 10, "shape": "broad", "filter": null, "results": [ { "handle": "ll-flooring", "title": "LL Flooring", "category": "Retail", "subcategory": "Home Goods and Furnishings", "similarity": 0.8169, "drivers": [ "J05", "N03", "F01", "A02", "I03" ] }, { "handle": "shoe-station", "title": "Shoe Station", "category": "Apparel", "subcategory": "Footwear", "similarity": 0.8005, "drivers": [ "B03", "N03", "I01", "A02", "A06" ] }, { "handle": "belle-tire", "title": "Belle Tire", "category": "Automotive", "subcategory": "Parts and Accessories", "similarity": 0.7849, "drivers": [ "N03", "I01", "A02", "A06", "E06" ] }, { "handle": "longhorn-steakhouse", "title": "LongHorn Steakhouse", "category": "Restaurants & Eateries", "subcategory": "Casual Dining", "similarity": 0.7661, "drivers": [ "N03", "I01", "A02", "E06", "B03" ] }, { "handle": "meijer-pharmacy", "title": "Meijer Pharmacy", "category": "Retail", "subcategory": "Pharmacies and Drugstores", "similarity": 0.7626, "drivers": [ "J05", "N03", "I01", "A06", "A02" ] }, { "handle": "kincaid-furniture", "title": "Kincaid Furniture", "category": "Retail", "subcategory": "Furniture Stores", "similarity": 0.7596, "drivers": [ "N03", "F01", "I03", "I01", "B03" ] }, { "handle": "meijer", "title": "Meijer", "category": "Grocery & Food Retail", "subcategory": "General Grocery Stores", "similarity": 0.7595, "drivers": [ "J05", "N03", "I01", "A06", "E06" ] }, { "handle": "club-carwash", "title": "Club Carwash", "category": "Services", "subcategory": "Car Wash and Detailing", "similarity": 0.7593, "drivers": [ "B03", "F01", "D03", "N03", "I01" ] }, { "handle": "margaritaville", "title": "Margaritaville", "category": "Brands", "subcategory": "Travel", "similarity": 0.7555, "drivers": [ "J05", "N03", "I01", "A06", "L03" ] }, { "handle": "sonny-s-real-pit-bar-b-q", "title": "Sonny’s Real Pit Bar-B-Q", "category": "Restaurants & Eateries", "subcategory": "Fast Casual Dining", "similarity": 0.7512, "drivers": [ "N03", "I01", "A02", "A06", "E06" ] } ] }
Full Attention graph /similarity /affinity /demographics available with  API key: