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Bethesda

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Bethesda's top 10 nearest neighbors span game developers, video game franchises, entertainment platforms, actors, a beauty brand, and a musician — with no single neighbor pulling far ahead of the rest. That spread is the defining structural fact: the shape is flat, scores running from 0.93 down to 0.88 with no sharp drop-off between them.

The gaming-adjacent core is real but not exclusive. Bethesda Game Studios leads at 0.93, followed by Fallout (0.92) and Xbox Game Pass (0.91) — three neighbors whose subcategories (Game Developers, Video Game Franchises, Entertainment Platforms) form the expected cluster. The Elder Scrolls (0.90) and Bungie (0.89) extend that core. But sitting inside that same band are Jared Padalecki (0.91) and Jensen Ackles (0.90), both Actors; IPSY (0.90), a Beauty brand; and Panic! At The Disco (0.90), a Musicians and Bands entry. The Elder Scrolls Online (0.89) rounds out the ten. Four of the top 10 neighbors share Bethesda's Game Developer or Video Game Franchise subcategories; the other six do not — they are actors, a beauty brand, a musician, and an entertainment platform.

That cross-kind composition, compressed into a narrow similarity band, signals an audience whose shape is broad enough to overlap substantially with entertainment and celebrity audiences, not just gaming ones.

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": "bethesda", "title": "Bethesda", "category": "Brands", "subcategory": "Game Developers", "resolved": "bethesda", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "bethesdastudios", "title": "Bethesda Game Studios", "category": "Brands", "subcategory": "Game Developers", "similarity": 0.9253, "drivers": [ "J02", "A02", "O02", "A01", "G01" ] }, { "handle": "fallout", "title": "Fallout", "category": "Brands", "subcategory": "Video Game Franchises", "similarity": 0.9204, "drivers": [ "J02", "A02", "O02", "A01", "O01" ] }, { "handle": "xboxgamepass", "title": "Xbox Game Pass", "category": "Brands", "subcategory": "Entertainment Platforms", "similarity": 0.9119, "drivers": [ "J02", "A02", "O02", "O03", "N04" ] }, { "handle": "jarpad", "title": "Jared Padalecki", "category": "Celebrities and Influencers", "subcategory": "Actors", "similarity": 0.9107, "drivers": [ "N04", "O02", "A02", "J02", "A01" ] }, { "handle": "elderscrolls", "title": "The Elder Scrolls", "category": "Brands", "subcategory": "Video Game Franchises", "similarity": 0.9046, "drivers": [ "O02", "A02", "J02", "Q06", "A01" ] }, { "handle": "jensenackles", "title": "Jensen Ackles", "category": "Celebrities and Influencers", "subcategory": "Actors", "similarity": 0.9028, "drivers": [ "N04", "O02", "A02", "J02", "O03" ] }, { "handle": "ipsy", "title": "IPSY", "category": "Brands", "subcategory": "Beauty", "similarity": 0.8993, "drivers": [ "N04", "A02", "J02", "O02", "A01" ] }, { "handle": "panicatthedisco", "title": "Panic! At The Disco", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.8981, "drivers": [ "J02", "O02", "A02", "O01", "A01" ] }, { "handle": "bungie", "title": "Bungie", "category": "Brands", "subcategory": "Game Developers", "similarity": 0.8948, "drivers": [ "A02", "J02", "O02", "A01", "J01" ] }, { "handle": "tesonline", "title": "The Elder Scrolls Online", "category": "Brands", "subcategory": "Video Game Franchises", "similarity": 0.8869, "drivers": [ "A02", "O02", "Q06", "G01", "A06" ] } ] }
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