Share

Smart Start

Smart Start's top 10 nearest neighbors span musicians, TV shows, actors, and a restaurant chain — with no other automotive parts and accessories brand appearing in the set.

The shape is flat: scores run from 0.76 down to 0.72 across a narrow band, with no single neighbor pulling significantly ahead of the rest. Gwen Stefani leads at 0.76, followed closely by Cracker Barrel at 0.75 and Slash at 0.75. These three represent three different subcategories — Musicians and Bands, Restaurant, and Musicians and Bands again — which signals that the audience overlap here is driven by shared audience composition rather than thematic proximity to automotive products.

Tallying the top 10 by subcategory: Musicians and Bands account for four entries (Gwen Stefani, Slash, Aerosmith, and Maroon 5 — though note the payload extends beyond 10, so the full neighbor set is wider); TV Shows appear as The Walking Dead, Supernatural, and BONES; Actors include Michael Cudlitz and Mark Sheppard; and Cracker Barrel stands as the lone Restaurant entry. The dominant subcategory in the top 10 is Musicians and Bands, with TV Shows a close second — a cross-kind pattern that places Smart Start's audience firmly in entertainment-and-media territory rather than anything automotive-adjacent.

The flat, cross-kind shape suggests Smart Start's audience is defined by broad mainstream entertainment consumption, not by category-specific interests.

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

Attention graph /similar sample results  (free):
Full Attention graph /similarity /affinity /demographics available with  API key: