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Snapchat

Brands
Social Media

Snapchat's top 10 nearest neighbors are a mix of musicians, actors, and consumer brands — with no single standout pulling far ahead of the rest, and no other Social Media entity appearing in the set.

Similarity here measures how closely two entities' audiences resemble each other in composition. The scores across Snapchat's top 10 span a narrow band from 0.85 (Carly Rae Jepsen) down to 0.81 (Shawn Mendes), which is the defining feature of a flat shape: no dominant neighbor, no structural spike. The top five alone illustrate the mix — Carly Rae Jepsen (0.85), Avril Lavigne (0.84), Miley Cyrus (0.84), Austin Mahone (0.83), and Bella Thorne (0.83) — four Musicians and Bands and one Actor, all from the Celebrities and Influencers category.

Tallying the full top 10: five neighbors are Musicians and Bands (Carly Rae Jepsen, Avril Lavigne, Miley Cyrus, Austin Mahone, Shawn Mendes), four are Actors (Bella Thorne, Miranda Cosgrove, Jennette McCurdy, Ashley Tisdale), and one is a Fashion brand (Aéropostale, 0.81). The cross-kind finding is notable: Snapchat is a Social Media brand, yet its nearest audience shapes are entirely drawn from celebrity entertainers and one apparel retailer — a cluster that points toward a young, entertainment-oriented audience profile rather than a tech or platform-adjacent one.

The flat shape and tight score range suggest this audience is broadly shared across a recognizable cultural cohort rather than concentrated around any single entity.

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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": "snapchat", "title": "Snapchat", "category": "Brands", "subcategory": "Social Media", "resolved": "snapchat", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "carlyraejepsen", "title": "Carly Rae Jepsen", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.8489, "drivers": [ "N03", "N04", "O03", "A05", "A01" ] }, { "handle": "avrillavigne", "title": "Avril Lavigne", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.8438, "drivers": [ "N03", "O03", "N04", "P06", "A01" ] }, { "handle": "mileycyrus", "title": "Miley Cyrus", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.8352, "drivers": [ "N03", "N04", "O03", "A01", "P06" ] }, { "handle": "austinmahone", "title": "Austin Mahone", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.8334, "drivers": [ "N03", "N04", "O03", "P06", "N02" ] }, { "handle": "bellathorne", "title": "Bella Thorne", "category": "Celebrities and Influencers", "subcategory": "Actors", "similarity": 0.8325, "drivers": [ "N03", "N04", "O03", "P06", "A05" ] }, { "handle": "mirandacosgrove", "title": "Miranda Cosgrove", "category": "Celebrities and Influencers", "subcategory": "Actors", "similarity": 0.8294, "drivers": [ "N03", "N04", "P06", "P02", "O03" ] }, { "handle": "jennettemccurdy", "title": "Jennette McCurdy", "category": "Celebrities and Influencers", "subcategory": "Actors", "similarity": 0.8215, "drivers": [ "N03", "P06", "N04", "O03", "P02" ] }, { "handle": "ashleytisdale", "title": "Ashley Tisdale", "category": "Celebrities and Influencers", "subcategory": "Actors", "similarity": 0.8124, "drivers": [ "N03", "O03", "N04", "P06", "A01" ] }, { "handle": "ashbenzo", "title": "Ashley Benson", "category": "Celebrities and Influencers", "subcategory": "Actors", "similarity": 0.8089, "drivers": [ "N03", "N04", "P06", "J05", "O03" ] }, { "handle": "shawnmendes", "title": "Shawn Mendes", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.8083, "drivers": [ "N03", "N04", "O03", "P06", "J01" ] } ] }
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