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State RDA

State RDA's top 10 nearest neighbors span six different subcategories — comedians, automotive maintenance, home goods retail, pharmacies, fast casual dining, and beauty salons — with no single type dominating and scores compressed into a narrow band from 0.79 down to 0.78.

The shape is flat: Daniel Tosh leads at 0.79, followed within a fraction of a point by Quick Lane (0.79), Flooring America (0.79), Hy-Vee Pharmacy (0.79), and Steak 'n Shake (0.79). Cost Cutters (0.79) is the only neighbor sharing State RDA's own subcategory — Beauty Salons and Spas — though it is a services entity rather than a retail one. The remaining four slots go to Pabst Blue Ribbon (0.79), Club Carwash (0.78), Baker Mayfield (0.78), and Books-A-Million (0.78). No subcategory appears more than twice across the ten, and the spread between first and tenth is just 0.016 — a genuinely undifferentiated cluster. The cross-kind composition — a comedian, an auto-repair chain, a flooring retailer, a pharmacy, a burger chain, a beer brand, two car washes, an NFL quarterback, and a bookstore — signals that State RDA's audience shape is defined by something structural rather than by any single category affinity.

This flat, broadly mixed neighbor set suggests an audience whose composition is common enough to overlap with a wide range of unrelated entities simultaneously.

Playground →Docs

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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