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U-Haul

Seven of U-Haul's ten nearest neighbors by audience shape are musicians and bands — Wu Tang Clan (0.89), RZA (0.88), Ice-T (0.86), Ghostface Killah (0.86), Joe Budden (0.86), Jay-Z (0.84), and Chuck D (0.84) — with no other moving or storage brand appearing in the set.

The shape is flat: scores run from 0.89 down to 0.84 without a single dominant neighbor pulling away from the rest. The remaining three positions go to Auto Glass Now, an automotive maintenance and repair service (0.85), Yvette Nicole Brown, an actor (0.85), and Budget Truck Rental, a car rental service (0.84) — the only neighbor whose category is Services, though its subcategory is Car Rental rather than Moving and Storage. The cluster is defined almost entirely by musicians and bands, with automotive services and a single actor rounding out the edges. None of the ten neighbors share U-Haul's own subcategory.

The top 10 reveal an audience whose shape is anchored in hip-hop and R&B music figures, not in the service or retail categories one might expect to cluster around a moving brand.

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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