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Sara Gilbert

Celebrities and Influencers
Actors
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The top 10 neighbors for Sara Gilbert span athletes, actors, TV shows, a magazine, and a snack brand — a mixed cluster with no single subcategory dominating and no score pulling far ahead of the rest.

The shape is flat: scores run from 0.87 down to 0.85 across the top 10, a band of roughly 0.02. Leading the set is Bully Ray at 0.87, an athlete, followed closely by The Price Is Right at 0.87 (TV Shows) and Shemar Moore at 0.87 (Actors). Athletes account for four of the top 10 — Tommy Dreamer (0.87), Jay 'Christian' Reso (0.86), Bill Goldberg (0.86), and Diamond Dallas Page (0.85) — making them the plurality subcategory in the set. The remaining neighbors are Soap Opera Digest (Magazines, 0.86), Hostess Snacks (Sweets, 0.86), and Sting (Musicians and Bands, 0.85). Sara Gilbert's own subcategory, Actors, appears in the top 10 only through Shemar Moore — one of ten neighbors, not a cluster.

The cross-kind composition here — professional wrestling athletes, a daytime game show, a soap magazine, and a snack brand sitting alongside a fellow actor — points to an audience defined less by any single content category than by a broad, mainstream American media 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": "thesaragilbert", "title": "Sara Gilbert", "category": "Celebrities and Influencers", "subcategory": "Actors", "resolved": "thesaragilbert", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "bullyray5150", "title": "Bully Ray", "category": "Celebrities and Influencers", "subcategory": "Athletes", "similarity": 0.8734, "drivers": [ "O03", "O02", "N04", "Q05", "K04" ] }, { "handle": "priceisright", "title": "The Price Is Right", "category": "Marketing Channels", "subcategory": "TV Shows", "similarity": 0.8715, "drivers": [ "O03", "Q05", "A01", "A06", "N04" ] }, { "handle": "shemarmoore", "title": "Shemar Moore", "category": "Celebrities and Influencers", "subcategory": "Actors", "similarity": 0.8686, "drivers": [ "O03", "O02", "N04", "A01", "A06" ] }, { "handle": "thetommydreamer", "title": "Tommy Dreamer", "category": "Celebrities and Influencers", "subcategory": "Athletes", "similarity": 0.8685, "drivers": [ "O03", "O02", "N04", "Q05", "Q06" ] }, { "handle": "christian4peeps", "title": "Jay 'Christian' Reso", "category": "Celebrities and Influencers", "subcategory": "Athletes", "similarity": 0.8606, "drivers": [ "O03", "O02", "N04", "Q05", "A01" ] }, { "handle": "soapdigest", "title": "Soap Opera Digest", "category": "Marketing Channels", "subcategory": "Magazines", "similarity": 0.86, "drivers": [ "O03", "N03", "Q05", "O02", "N04" ] }, { "handle": "goldberg", "title": "Bill Goldberg", "category": "Celebrities and Influencers", "subcategory": "Athletes", "similarity": 0.8589, "drivers": [ "O03", "N04", "O02", "Q05", "A01" ] }, { "handle": "hostess_snacks", "title": "Hostess Snacks", "category": "Brands", "subcategory": "Sweets", "similarity": 0.8581, "drivers": [ "O03", "Q05", "N03", "N04", "O02" ] }, { "handle": "realddp", "title": "Diamond Dallas Page", "category": "Celebrities and Influencers", "subcategory": "Athletes", "similarity": 0.854, "drivers": [ "O03", "O02", "N04", "Q05", "A01" ] }, { "handle": "sting", "title": "Sting", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.8535, "drivers": [ "O03", "N04", "O02", "Q05", "A01" ] } ] }
Full Attention graph /similarity /affinity /demographics available with  API key: