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Holly Madison

Celebrities and Influencers
Reality TV Stars
Playground →Docs

Holly Madison's top 10 nearest neighbors span five distinct subcategories — Reality TV Stars, Artists, Professionals, TV Channels, and Sports — with no single type dominating the set. That mixed composition, compressed into a narrow similarity band from 0.86 down to 0.82, is the defining structural feature here.

Six of the ten neighbors are Reality TV Stars: Brody Jenner (0.86), Kendra Wilkinson (0.86), Scott Disick (0.83), Samantha Giancola (0.82), DJ Pauly D (0.82), and Jenni Farley (JWoww) (0.82) — so the audience does skew toward Holly Madison's own subcategory. But the remaining four neighbors are notably cross-kind: Kat Von D (0.85, Artists), Dana White (0.84, Professionals), FOX Sports: UFC (0.84, TV Channels), and Deena Nicole Cortese (0.82, Reality TV Stars). The presence of two MMA-adjacent entries — Dana White and FOX Sports: UFC — sitting this close to a reality TV star audience is the most structurally unexpected element in the top 10. Neither is thematically adjacent, yet both clear 0.83.

The flat shape means no single neighbor pulls away from the pack; the spread across the top 10 is only 0.04 points. This audience is recognizable as a reality TV crowd but carries a secondary overlap with combat sports viewership that distinguishes it from a pure genre cluster.

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": "hollymadison", "title": "Holly Madison", "category": "Celebrities and Influencers", "subcategory": "Reality TV Stars", "resolved": "hollymadison", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "brodyjenner", "title": "Brody Jenner", "category": "Celebrities and Influencers", "subcategory": "Reality TV Stars", "similarity": 0.8585, "drivers": [ "N03", "H04", "P04", "P06", "A01" ] }, { "handle": "kendrawilkinson", "title": "Kendra Wilkinson", "category": "Celebrities and Influencers", "subcategory": "Reality TV Stars", "similarity": 0.8578, "drivers": [ "N03", "H04", "A01", "A03", "N04" ] }, { "handle": "thekatvond", "title": "Kat Von D", "category": "Celebrities and Influencers", "subcategory": "Artists", "similarity": 0.8465, "drivers": [ "N03", "P06", "E03", "P03", "P04" ] }, { "handle": "danawhite", "title": "Dana White", "category": "Celebrities and Influencers", "subcategory": "Professionals", "similarity": 0.8386, "drivers": [ "N03", "H04", "A01", "P04", "A02" ] }, { "handle": "ufconfox", "title": "FOX Sports: UFC", "category": "Marketing Channels", "subcategory": "TV Channels", "similarity": 0.8368, "drivers": [ "N03", "P04", "H04", "A01", "P06" ] }, { "handle": "scottdisick", "title": "Scott Disick", "category": "Celebrities and Influencers", "subcategory": "Reality TV Stars", "similarity": 0.8296, "drivers": [ "N03", "P06", "P04", "P03", "A03" ] }, { "handle": "sammisweetheart", "title": "Samantha Giancola", "category": "Celebrities and Influencers", "subcategory": "Reality TV Stars", "similarity": 0.8224, "drivers": [ "N03", "A01", "H04", "N04", "A03" ] }, { "handle": "djpaulyd", "title": "DJ Pauly D", "category": "Celebrities and Influencers", "subcategory": "Reality TV Stars", "similarity": 0.821, "drivers": [ "N03", "A01", "H04", "P04", "A03" ] }, { "handle": "jenniwoww", "title": "Jenni Farley (JWoww)", "category": "Celebrities and Influencers", "subcategory": "Reality TV Stars", "similarity": 0.8201, "drivers": [ "N03", "A01", "H04", "A03", "N04" ] }, { "handle": "deenanicolemtv", "title": "Deena Nicole Cortese", "category": "Celebrities and Influencers", "subcategory": "Reality TV Stars", "similarity": 0.8192, "drivers": [ "N03", "A01", "H04", "A03", "N04" ] } ] }
Full Attention graph /similarity /affinity /demographics available with  API key: