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Sara Jean Underwood

Celebrities and Influencers
TV Personalities
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Sara Jean Underwood's top 10 neighbors split almost evenly between reality TV stars and combat sports athletes — a pairing that defines the audience shape more than any single neighbor does. Similarity here measures how closely two entities' audiences resemble each other in composition; scores across the top 10 run from 0.94 down to 0.91, a narrow band with no single dominant pull.

Four of the ten neighbors are reality TV stars: Vinny Guadagnino (0.94), Jenni Farley (JWoww) (0.92), DJ Pauly D (0.92), and Nicole Polizzi (0.91). Four are athletes, all from MMA: Miesha Tate (0.93), Ronda Rousey (0.93), Georges St-Pierre (0.92), and Nathan Diaz (0.91). The remaining two — MMA Junkie (0.91), a combat sports website, and Linkin Park (0.91) — reinforce rather than disrupt the pattern: the website deepens the MMA cluster, while the band sits at the outer edge. No other TV Personalities appear in the top 10, and the center entity's own subcategory is entirely absent from the neighbor set.

The overall shape is a flat, dual-cluster audience — one rooted in reality television, one in combat sports — with the two clusters sitting at nearly identical similarity levels.

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": "saraunderwood", "title": "Sara Jean Underwood", "category": "Celebrities and Influencers", "subcategory": "TV Personalities", "resolved": "saraunderwood", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "vinnyguadagnino", "title": "Vinny Guadagnino", "category": "Celebrities and Influencers", "subcategory": "Reality TV Stars", "similarity": 0.9378, "drivers": [ "N03", "A01", "A02", "A03", "D03" ] }, { "handle": "mieshatate", "title": "Miesha Tate", "category": "Celebrities and Influencers", "subcategory": "Athletes", "similarity": 0.9297, "drivers": [ "N03", "A02", "A01", "E03", "G01" ] }, { "handle": "rondarousey", "title": "Ronda Rousey", "category": "Celebrities and Influencers", "subcategory": "Athletes", "similarity": 0.9266, "drivers": [ "N03", "A01", "A02", "G01", "A03" ] }, { "handle": "georgesstpierre", "title": "Georges St-Pierre", "category": "Celebrities and Influencers", "subcategory": "Athletes", "similarity": 0.9206, "drivers": [ "N03", "A01", "A02", "A03", "P02" ] }, { "handle": "jenniwoww", "title": "Jenni Farley (JWoww)", "category": "Celebrities and Influencers", "subcategory": "Reality TV Stars", "similarity": 0.9186, "drivers": [ "N03", "A01", "A02", "A03", "O02" ] }, { "handle": "djpaulyd", "title": "DJ Pauly D", "category": "Celebrities and Influencers", "subcategory": "Reality TV Stars", "similarity": 0.9162, "drivers": [ "N03", "A01", "A03", "A02", "J01" ] }, { "handle": "snooki", "title": "Nicole Polizzi", "category": "Celebrities and Influencers", "subcategory": "Reality TV Stars", "similarity": 0.9132, "drivers": [ "N03", "A01", "A03", "A05", "J01" ] }, { "handle": "natediaz209", "title": "Nathan Diaz", "category": "Celebrities and Influencers", "subcategory": "Athletes", "similarity": 0.9121, "drivers": [ "N03", "P06", "E03", "P02", "A01" ] }, { "handle": "mmajunkie", "title": "MMA Junkie", "category": "Marketing Channels", "subcategory": "Websites", "similarity": 0.9094, "drivers": [ "N03", "A01", "A03", "A02", "G01" ] }, { "handle": "linkinpark", "title": "Linkin Park", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9062, "drivers": [ "N03", "A01", "E03", "A02", "G01" ] } ] }
Full Attention graph /similarity /affinity /demographics available with  API key: