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Sarah Drew

Celebrities and Influencers
Actors
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The top 10 neighbors for Sarah Drew span actors, video game franchises, TV shows, athletes, and consumer brands — no single category dominates, and the spread is wide enough that no one neighbor pulls far ahead of the rest.

The shape is broad. Shemar Moore leads at 0.89, the only neighbor above 0.87, but The Masked Singer (0.87) and Xbox Support (0.85) follow closely. Rockstar Support (0.84) and Ric Flair (0.84) sit just behind them, and the remaining five neighbors — Bath & Body Works (0.84), Melissa McBride (0.84), Kirsten Vangsness (0.83), The Elder Scrolls (0.83), and Ibotta (0.82) — compress into a tight band. The range from first to tenth is only about seven points.

Tallying subcategories across the top 10: three neighbors are Actors (Moore, McBride, Vangsness), two are Video Game Franchises (Rockstar Support, The Elder Scrolls), one is a TV Show, one is an Athlete, one is a Tools and Resources entry, one is a Home brand, and one is a Technology brand. Sarah Drew is herself an Actor, so the top 10 is a genuine cross-kind mix — fellow actors are present but share the set with gaming properties, a wrestling figure, and consumer brands. The absence of any single dominant subcategory is the structural finding here.

This broad, mixed-subcategory shape indicates an audience that does not cluster tightly around any one content type or interest category.

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": "sarahdrew", "title": "Sarah Drew", "category": "Celebrities and Influencers", "subcategory": "Actors", "resolved": "sarahdrew", "k": 10, "shape": "broad", "filter": null, "results": [ { "handle": "shemarmoore", "title": "Shemar Moore", "category": "Celebrities and Influencers", "subcategory": "Actors", "similarity": 0.8862, "drivers": [ "N04", "A02", "O03", "O02", "A06" ] }, { "handle": "maskedsingerfox", "title": "The Masked Singer", "category": "Marketing Channels", "subcategory": "TV Shows", "similarity": 0.8688, "drivers": [ "N03", "A02", "G01", "A01", "J02" ] }, { "handle": "xboxsupport", "title": "Xbox Support", "category": "Miscellaneous", "subcategory": "Tools and Resources", "similarity": 0.8501, "drivers": [ "N03", "A02", "J02", "G01", "J01" ] }, { "handle": "rockstarsupport", "title": "Rockstar Support", "category": "Brands", "subcategory": "Video Game Franchises", "similarity": 0.844, "drivers": [ "N03", "O02", "N04", "A02", "A01" ] }, { "handle": "ricflairnatrboy", "title": "Ric Flair", "category": "Celebrities and Influencers", "subcategory": "Athletes", "similarity": 0.8408, "drivers": [ "N04", "A02", "O03", "A06", "G01" ] }, { "handle": "bathbodyworks", "title": "Bath & Body Works", "category": "Brands", "subcategory": "Home", "similarity": 0.8354, "drivers": [ "J02", "A01", "J01", "O02", "G01" ] }, { "handle": "mcbridemelissa", "title": "Melissa McBride", "category": "Celebrities and Influencers", "subcategory": "Actors", "similarity": 0.835, "drivers": [ "N04", "A02", "O03", "A01", "J01" ] }, { "handle": "vangsness", "title": "Kirsten Vangsness", "category": "Celebrities and Influencers", "subcategory": "Actors", "similarity": 0.8304, "drivers": [ "O02", "N04", "O03", "A02", "J01" ] }, { "handle": "elderscrolls", "title": "The Elder Scrolls", "category": "Brands", "subcategory": "Video Game Franchises", "similarity": 0.8252, "drivers": [ "O02", "A02", "J02", "A01", "G01" ] }, { "handle": "ibottaapp", "title": "Ibotta", "category": "Brands", "subcategory": "Technology", "similarity": 0.8248, "drivers": [ "N03", "N04", "A02", "N02", "O03" ] } ] }
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