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Ben Savage

Celebrities and Influencers
Actors
Playground →Docs

Danielle Fishel Karp sits at 0.88 — the strongest pull in Ben Savage's top 10 and a gap above the rest of the field, which clusters between 0.83 and 0.74. That spread, with multiple neighbors holding meaningful scores across a wide range of entity types, is the defining structural feature here: a broad audience shape with no single dominant cluster.

Seven of the top 10 neighbors are Actors (the same subcategory as Ben Savage himself), including Tom Felton at 0.83, Rebel Wilson at 0.78, John Stamos at 0.76, and Bruce Campbell at 0.75. The remaining three break from that pattern in revealing ways: Wizarding World of Harry Potter (0.78, Movie Franchises), Alternative Press (0.77, Magazines), and Nev Schulman (0.77, TV Personalities). The franchise and magazine entries in particular signal that this audience's shape is not purely actor-driven — it carries a fandom and pop-culture media dimension that pulls in properties and publications alongside individual performers. Critical Role (0.75, Podcasts and Radio) and Dungeons & Dragons (0.73, Video Game Franchises) appear further down the broader neighbor set, reinforcing that same fandom-adjacent texture.

The overall picture is an audience whose shape is recognizably actor-adjacent but wide enough to encompass genre franchises, music media, and tabletop gaming properties — a broad, culturally omnivorous profile with no single tribe dominating.

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": "bensavage", "title": "Ben Savage", "category": "Celebrities and Influencers", "subcategory": "Actors", "resolved": "bensavage", "k": 10, "shape": "broad", "filter": null, "results": [ { "handle": "daniellefishel", "title": "Danielle Fishel Karp", "category": "Celebrities and Influencers", "subcategory": "Actors", "similarity": 0.8817, "drivers": [ "J02", "M01", "J05", "O02", "A03" ] }, { "handle": "tomfelton", "title": "Tom Felton", "category": "Celebrities and Influencers", "subcategory": "Actors", "similarity": 0.8267, "drivers": [ "J02", "F04", "O02", "J05", "Q06" ] }, { "handle": "rebelwilson", "title": "Rebel Wilson", "category": "Celebrities and Influencers", "subcategory": "Actors", "similarity": 0.7804, "drivers": [ "J02", "O04", "O02", "A03", "I01" ] }, { "handle": "wizardingworld", "title": "Wizarding World of Harry Potter", "category": "Brands", "subcategory": "Movie Franchises", "similarity": 0.7794, "drivers": [ "J02", "F04", "N03", "J05", "O04" ] }, { "handle": "altpress", "title": "Alternative Press", "category": "Marketing Channels", "subcategory": "Magazines", "similarity": 0.7709, "drivers": [ "J02", "N03", "O04", "A03", "J05" ] }, { "handle": "nevschulman", "title": "Nev Schulman", "category": "Celebrities and Influencers", "subcategory": "TV Personalities", "similarity": 0.7689, "drivers": [ "J02", "O02", "A03", "N04", "A01" ] }, { "handle": "johnstamos", "title": "John Stamos", "category": "Celebrities and Influencers", "subcategory": "Actors", "similarity": 0.7583, "drivers": [ "J02", "O02", "O04", "D03", "N04" ] }, { "handle": "criticalrole", "title": "Critical Role", "category": "Marketing Channels", "subcategory": "Podcasts and Radio", "similarity": 0.752, "drivers": [ "J02", "F04", "F03", "A03", "A01" ] }, { "handle": "groovybruce", "title": "Bruce Campbell", "category": "Celebrities and Influencers", "subcategory": "Actors", "similarity": 0.7503, "drivers": [ "J02", "O02", "A01", "O04", "A03" ] }, { "handle": "joemanganiello", "title": "Joe Manganiello", "category": "Celebrities and Influencers", "subcategory": "Actors", "similarity": 0.74, "drivers": [ "J02", "M01", "D03", "A03", "O02" ] } ] }
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