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Pete Wentz

Celebrities and Influencers
Musicians and Bands
Playground →Docs

Family Guy sits at the top of Pete Wentz's similarity graph at 0.9359 — the strongest pull in the top 10, and a TV show, not a musician. That cross-kind lead sets the tone for a broad, mixed neighbor set that spans five distinct subcategories.

The shape here is genuinely wide. Four of the ten neighbors are fellow Musicians and Bands: P!nk (0.8924), Avril Lavigne (0.8921), Adam Lambert (0.8917), and Maroon 5 (0.8873). But the remaining six come from entirely different kinds: two TV Shows — Family Guy and Catfish (0.8978) — two Athletes in Becky Lynch (0.8878) and Lexi Kaufman (0.8856), one Actor in Holly Marie Combs (0.9030), and one Reality TV Star in Nicole Polizzi (0.8845). The scores across all ten compress into a tight band from 0.88 to 0.94, which is the hallmark of a broad shape: no single cluster dominates, and the audience composition overlaps with a wide range of entity types simultaneously.

The top 10 reveals an audience whose shape is not defined by any one genre or medium — it maps onto musicians, wrestlers, actors, reality personalities, and animated TV with roughly equal fidelity.

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": "petewentz", "title": "Pete Wentz", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "resolved": "petewentz", "k": 10, "shape": "broad", "filter": null, "results": [ { "handle": "familyguyonfox", "title": "Family Guy", "category": "Marketing Channels", "subcategory": "TV Shows", "similarity": 0.9359, "drivers": [ "N03", "N04", "O03", "A01", "Q06" ] }, { "handle": "h_combs", "title": "Holly Marie Combs", "category": "Celebrities and Influencers", "subcategory": "Actors", "similarity": 0.903, "drivers": [ "N03", "O03", "O02", "Q06", "A01" ] }, { "handle": "catfishmtv", "title": "Catfish", "category": "Marketing Channels", "subcategory": "TV Shows", "similarity": 0.8978, "drivers": [ "N03", "N04", "O02", "O03", "A01" ] }, { "handle": "pink", "title": "P!nk", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.8924, "drivers": [ "N03", "O03", "A01", "N04", "O02" ] }, { "handle": "avrillavigne", "title": "Avril Lavigne", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.8921, "drivers": [ "N03", "O03", "N04", "A01", "O02" ] }, { "handle": "adamlambert", "title": "Adam Lambert", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.8917, "drivers": [ "N03", "O03", "N04", "Q06", "A01" ] }, { "handle": "beckylynchwwe", "title": "Becky Lynch", "category": "Celebrities and Influencers", "subcategory": "Athletes", "similarity": 0.8878, "drivers": [ "N03", "O03", "O02", "N04", "Q06" ] }, { "handle": "maroon5", "title": "Maroon 5", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.8873, "drivers": [ "N03", "N04", "O03", "A01", "O02" ] }, { "handle": "alexabliss_wwe", "title": "Lexi Kaufman", "category": "Celebrities and Influencers", "subcategory": "Athletes", "similarity": 0.8856, "drivers": [ "N03", "O03", "Q06", "N04", "O02" ] }, { "handle": "snooki", "title": "Nicole Polizzi", "category": "Celebrities and Influencers", "subcategory": "Reality TV Stars", "similarity": 0.8845, "drivers": [ "N03", "A01", "N04", "A05", "O03" ] } ] }
Full Attention graph /similarity /affinity /demographics available with  API key: