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Alta Convenience

The top 10 nearest neighbors for Alta Convenience form a cluster dominated by motorsports and racing-adjacent entities — not other convenience stores or fuel retailers. Similarity scores measure how closely two audiences resemble each other in composition; here, the scores span a narrow band from 0.79 down to 0.77, confirming the flat shape: no single neighbor pulls away from the pack.

Food City (0.79) is the highest-scoring neighbor and the only general grocery store in the top 10. From there, the set pivots sharply into racing: Ryan Blaney (0.79) and FloRacing (0.78) sit just behind, followed by Ron White (0.77) — the lone comedian in the top 10 — and 84 Lumber (0.77), one of two home improvement and hardware retailers alongside RP Lumber (0.76). Athletes make up the largest subcategory block: Tony Stewart (0.77), Kenny Wallace (0.77), and Ryan Newman (0.77) all appear, each a racing figure. Motor Racing Network (0.77), a podcasts-and-radio channel, and Clint Bowyer (0.77) round out the ten. No other convenience store appears in the top 10.

The overall picture is an audience shaped heavily by stock-car racing culture, with secondary overlap into regional retail and blue-collar trades — a profile that extends well beyond what the center entity's own category would predict.

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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

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