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Tire Discounters

Automotive
Parts and Accessories
Playground →Docs

Across the top 10 neighbors, no single entity dominates — the scores run from 0.87 down to 0.81 with no sharp drop, a genuinely broad shape where many categories contribute roughly equal pull.

The mix is striking for how little of it is automotive. Only one neighbor shares Tire Discounters' own subcategory (Parts and Accessories): Belle Tire at 0.81. Valvoline (Automotive — Maintenance and Repair Services, 0.83) is the one other automotive entry. The remaining eight neighbors span casual dining, fast casual, convenience stores, footwear, pet retail, grocery, and sports journalism — a cross-kind spread that defines the shape more than any single cluster does.

The restaurant category is the most represented in the top 10: O'Charley's (Casual Dining, 0.87) leads the entire set, followed by Penn Station (Fast Casual Dining, 0.85) and Salsarita's Fresh Cantina (QSR, 0.84). GetGo (Convenience Stores, 0.86) and Pet Supplies Plus (Pet Supplies and Services, 0.85) round out the upper tier. The one genuine outlier by kind is Todd McShay (Journalists, 0.81) — a sports media figure whose audience composition apparently mirrors this retail-and-dining cluster closely enough to land in the top 10.

The breadth here — restaurants, fuel stops, pet stores, footwear, and a sports journalist all registering above 0.81 — points to an audience whose shape is defined by everyday, routine-errand consumption patterns rather than by automotive interest specifically.

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": "tire-discounters", "title": "Tire Discounters", "category": "Automotive", "subcategory": "Parts and Accessories", "resolved": "tire-discounters", "k": 10, "shape": "broad", "filter": null, "results": [ { "handle": "o-charley-s", "title": "O'Charley's", "category": "Restaurants & Eateries", "subcategory": "Casual Dining", "similarity": 0.8697, "drivers": [ "A06", "E04", "E06", "I01", "J02" ] }, { "handle": "getgo", "title": "GetGo", "category": "Convenience & Fuel", "subcategory": "Convenience Stores", "similarity": 0.8554, "drivers": [ "A06", "E04", "E06", "I01", "J02" ] }, { "handle": "pet-supplies-plus", "title": "Pet Supplies Plus", "category": "Retail", "subcategory": "Pet Supplies and Services", "similarity": 0.8546, "drivers": [ "D03", "N03", "F01", "I01", "E03" ] }, { "handle": "penn-station", "title": "Penn Station", "category": "Restaurants & Eateries", "subcategory": "Fast Casual Dining", "similarity": 0.8506, "drivers": [ "A06", "I01", "J02", "N03", "P02" ] }, { "handle": "shoe-station", "title": "Shoe Station", "category": "Apparel", "subcategory": "Footwear", "similarity": 0.844, "drivers": [ "B03", "A06", "E06", "M01", "N03" ] }, { "handle": "salsarita-s-fresh-cantina", "title": "Salsarita's Fresh Cantina", "category": "Restaurants & Eateries", "subcategory": "QSR", "similarity": 0.8392, "drivers": [ "A06", "E04", "E06", "I01", "J02" ] }, { "handle": "valvoline", "title": "Valvoline", "category": "Automotive", "subcategory": "Maintenance and Repair Services", "similarity": 0.8305, "drivers": [ "N03", "F01", "M01", "A06", "J02" ] }, { "handle": "giant-food-stores", "title": "GIANT Food Stores", "category": "Grocery & Food Retail", "subcategory": "General Grocery Stores", "similarity": 0.8184, "drivers": [ "F01", "A06", "E04", "E06", "J02" ] }, { "handle": "mcshay13", "title": "Todd McShay", "category": "Celebrities and Influencers", "subcategory": "Journalists", "similarity": 0.814, "drivers": [ "E06", "I01", "P02", "Q01", "P03" ] }, { "handle": "steak-n-shake", "title": "Steak 'n Shake", "category": "Restaurants & Eateries", "subcategory": "Fast Casual Dining", "similarity": 0.8134, "drivers": [ "N03", "I01", "Q01", "E06", "A06" ] } ] }
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