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Speedway

Convenience & Fuel
Gas Stations
Playground →Docs

Speedway's top 10 nearest neighbors span QSR chains, alcohol brands, a TV sports property, a musician, and a fellow gas station — no single category dominates, and the scores compress into a narrow 0.04-point band from 0.91 down to 0.87.

Similarity here measures how closely two entities' audiences resemble each other in composition. The top neighbor is Taco John's at 0.91, followed by Walmart Fuel Station at 0.89 — the only other Gas Stations subcategory entry in the top 10. From there the set fans out across March Madness TV (0.88, TV Shows), Bud Light (0.88, Alcohol), Blackbear (0.88, Musicians and Bands), Anheuser-Busch (0.88, Breweries), and Budweiser (0.88, Alcohol). Rounding out the set are DICK'S Sporting Goods (0.87, Outdoors), Rob Dyrdek (0.87, Actors), and PBR (0.87, Alcohol). Tallying subcategories: Alcohol and Breweries account for four of the ten neighbors, QSR contributes one, Gas Stations one, and the remaining four come from TV Shows, Outdoors, Musicians and Bands, and Actors — a genuinely mixed set with no single subcategory commanding the cluster.

The flat shape reflects an audience that doesn't belong to any one content or retail tribe; it overlaps comparably with beer brands, fast food, sports media, and action-sports personalities, suggesting a broad everyday-consumer profile that cuts across several distinct interest communities.

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": "speedway", "title": "Speedway", "category": "Convenience & Fuel", "subcategory": "Gas Stations", "resolved": "speedway", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "taco-john-s", "title": "Taco John's", "category": "Restaurants & Eateries", "subcategory": "QSR", "similarity": 0.905, "drivers": [ "N03", "F03", "L02", "A06", "O01" ] }, { "handle": "walmart-fuel-station", "title": "Walmart Fuel Station", "category": "Convenience & Fuel", "subcategory": "Gas Stations", "similarity": 0.8909, "drivers": [ "N03", "O02", "I01", "G03", "O03" ] }, { "handle": "marchmadnesstv", "title": "March Madness TV", "category": "Marketing Channels", "subcategory": "TV Shows", "similarity": 0.8836, "drivers": [ "N03", "A06", "E03", "I01", "P03" ] }, { "handle": "budlight", "title": "Bud Light", "category": "Brands", "subcategory": "Alcohol", "similarity": 0.8831, "drivers": [ "N03", "O03", "O01", "N04", "M03" ] }, { "handle": "iamblackbear", "title": "Blackbear", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.8828, "drivers": [ "N03", "Q06", "O02", "O01", "F03" ] }, { "handle": "anheuserbusch", "title": "Anheuser-Busch", "category": "Brands", "subcategory": "Breweries", "similarity": 0.8798, "drivers": [ "N03", "O03", "L02", "O01", "F03" ] }, { "handle": "budweiserusa", "title": "Budweiser", "category": "Brands", "subcategory": "Alcohol", "similarity": 0.8782, "drivers": [ "N03", "O02", "M03", "O03", "F03" ] }, { "handle": "dicks", "title": "DICK'S Sporting Goods", "category": "Brands", "subcategory": "Outdoors", "similarity": 0.8708, "drivers": [ "N03", "O01", "P03", "I01", "M03" ] }, { "handle": "robdyrdek", "title": "Rob Dyrdek", "category": "Celebrities and Influencers", "subcategory": "Actors", "similarity": 0.8671, "drivers": [ "N03", "O02", "F03", "O03", "O01" ] }, { "handle": "pbr", "title": "PBR", "category": "Brands", "subcategory": "Alcohol", "similarity": 0.8657, "drivers": [ "N03", "P01", "M03", "L02", "N02" ] } ] }
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