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Ashley Benson

Celebrities and Influencers
Actors
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The top 10 neighbors for Ashley Benson span actors, musicians, reality TV figures, models, and a TV show — no single subcategory dominates, which is the defining structural feature of a broad audience shape.

The two strongest pulls are fellow actors from the same television universe: Troian Bellisario at 0.94 and Shay Mitchell at 0.93, both co-stars whose audiences overlap tightly with Benson's. After them, the neighbor set diversifies quickly. Paramore (0.91) and Shawn Mendes (0.90) represent Musicians and Bands; Shane Dawson (0.90) is classified as a Reality TV Star; Zac Efron (0.90) returns to Actors; Drake Bell (0.89) adds another musician; American Horror Story (0.89) is the only TV Show in the top 10; and Jeffree Star (0.89) and James Charles (0.88) both carry the Models subcategory. Tallying the top 10: four Actors, three Musicians and Bands, one Reality TV Star, one TV Show, and two Models. No subcategory commands a majority.

The scores themselves compress into a narrow range — 0.94 down to 0.88 — with no sharp drop-off after the top pair. That compression, combined with the subcategory spread, signals an audience that isn't anchored to a single content type but instead distributes evenly across young-skewing entertainment figures from television, music, and digital media.

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": "ashbenzo", "title": "Ashley Benson", "category": "Celebrities and Influencers", "subcategory": "Actors", "resolved": "ashbenzo", "k": 10, "shape": "broad", "filter": null, "results": [ { "handle": "sleepinthegardn", "title": "Troian Bellisario", "category": "Celebrities and Influencers", "subcategory": "Actors", "similarity": 0.9405, "drivers": [ "N03", "N04", "J05", "A01", "O02" ] }, { "handle": "shaymitch", "title": "Shay Mitchell", "category": "Celebrities and Influencers", "subcategory": "Actors", "similarity": 0.9336, "drivers": [ "N03", "N04", "J05", "P06", "A01" ] }, { "handle": "paramore", "title": "Paramore", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9098, "drivers": [ "N03", "N04", "O02", "J05", "A01" ] }, { "handle": "shawnmendes", "title": "Shawn Mendes", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9033, "drivers": [ "N03", "N04", "P06", "J05", "O02" ] }, { "handle": "shanedawson", "title": "Shane Dawson", "category": "Celebrities and Influencers", "subcategory": "Reality TV Stars", "similarity": 0.9015, "drivers": [ "N03", "N04", "O02", "P06", "J01" ] }, { "handle": "zacefron", "title": "Zac Efron", "category": "Celebrities and Influencers", "subcategory": "Actors", "similarity": 0.8986, "drivers": [ "N03", "P06", "J05", "A01", "J01" ] }, { "handle": "drakebell", "title": "Drake Bell", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.8867, "drivers": [ "N03", "P06", "N04", "J05", "J01" ] }, { "handle": "ahsfx", "title": "American Horror Story", "category": "Marketing Channels", "subcategory": "TV Shows", "similarity": 0.8857, "drivers": [ "N03", "N04", "J05", "P06", "A01" ] }, { "handle": "jeffreestar", "title": "Jeffree Star", "category": "Celebrities and Influencers", "subcategory": "Models", "similarity": 0.8852, "drivers": [ "N03", "P06", "N04", "P02", "O02" ] }, { "handle": "jamescharles", "title": "James Charles", "category": "Celebrities and Influencers", "subcategory": "Models", "similarity": 0.884, "drivers": [ "N03", "N04", "P06", "P02", "J01" ] } ] }
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