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FIAT

Automotive
Car Makers
Playground →Docs

FIAT's top 10 nearest neighbors contain no other Car Makers — and no Automotive entities at all. The audience shape here is built almost entirely from TV personalities, journalists, and political figures, with a single comedian and a single magazine rounding out the set.

The shape is flat: scores run from 0.55 (Ben Sasse) down to 0.51 (Brian Williams), a span of less than five points across the full top 10. No single neighbor dominates. Savannah Guthrie (0.54) and Natalie Morales (0.53) are the next closest, both TV Personalities. Jerry Seinfeld (0.52) is the lone Comedian in the top 10, and Real Simple (0.52) the lone Magazine. The remaining positions go to Meghan McCain (0.52), David French (0.52), The Jerusalem Post (0.51), Rosati's (0.51), and Brian Williams (0.51) — a mix of TV Personalities, Journalists, a News Publisher, and a Casual Dining brand.

Tallying the subcategories: four TV Personalities, two Journalists, one Politician, one Comedian, one Magazine, and one Casual Dining entry. The center entity's own subcategory — Car Makers — appears zero times in the top 10. The audience FIAT draws looks nothing like a typical automotive audience by neighbor composition; it clusters instead around mainstream news-adjacent media consumers and centrist political commentary followers.

This flat, cross-kind pattern suggests FIAT's audience on this platform is defined less by automotive interest than by a broader, news-and-entertainment-oriented profile.

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": "fiat", "title": "FIAT", "category": "Automotive", "subcategory": "Car Makers", "resolved": "fiat", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "bensasse", "title": "Ben Sasse", "category": "Celebrities and Influencers", "subcategory": "Politicians", "similarity": 0.5514, "drivers": [ "A02", "A01", "M01", "P04", "J01" ] }, { "handle": "savannahguthrie", "title": "Savannah Guthrie", "category": "Celebrities and Influencers", "subcategory": "TV Personalities", "similarity": 0.5402, "drivers": [ "A02", "A01", "P04", "J04", "P02" ] }, { "handle": "nmoralesnbc", "title": "Natalie Morales", "category": "Celebrities and Influencers", "subcategory": "TV Personalities", "similarity": 0.5275, "drivers": [ "A02", "A01", "E03", "P02", "P04" ] }, { "handle": "jerryseinfeld", "title": "Jerry Seinfeld", "category": "Celebrities and Influencers", "subcategory": "Comedians", "similarity": 0.5204, "drivers": [ "A02", "A01", "J04", "J01", "P02" ] }, { "handle": "realsimple", "title": "Real Simple", "category": "Marketing Channels", "subcategory": "Magazines", "similarity": 0.5182, "drivers": [ "A02", "A01", "J04", "J01", "P04" ] }, { "handle": "meghanmccain", "title": "Meghan McCain", "category": "Celebrities and Influencers", "subcategory": "TV Personalities", "similarity": 0.5161, "drivers": [ "A02", "A01", "J04", "P02", "J01" ] }, { "handle": "davidafrench", "title": "David French", "category": "Celebrities and Influencers", "subcategory": "Journalists", "similarity": 0.5156, "drivers": [ "A02", "A01", "J01", "J04", "P04" ] }, { "handle": "jerusalem_post", "title": "The Jerusalem Post", "category": "Marketing Channels", "subcategory": "News Publishers", "similarity": 0.514, "drivers": [ "A02", "A01", "J04", "N03", "J01" ] }, { "handle": "rosati-s", "title": "Rosati's", "category": "Restaurants & Eateries", "subcategory": "Casual Dining", "similarity": 0.5126, "drivers": [ "A02", "A01", "A04", "J01", "N02" ] }, { "handle": "bwilliams", "title": "Brian Williams", "category": "Celebrities and Influencers", "subcategory": "Journalists", "similarity": 0.5124, "drivers": [ "A02", "A01", "J04", "J01", "P02" ] } ] }
Full Attention graph /similarity /affinity /demographics available with  API key: