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Bungie's top 10 neighbors span game developers, video game franchises, entertainment platforms, and actors — a mixed cluster compressed into a narrow similarity band running from 0.91 down to 0.88, which is the defining feature of a flat shape: no single neighbor dominates, and no subcategory is absent by a wide margin.

Destiny 2 leads at 0.91, the only neighbor that shares Bungie's own product lineage, but the gap to the next neighbor is small. Stephen Amell follows at 0.90 — an actor, not a game entity — making him the second-strongest signal in the set. Bethesda (0.89) and BioWare (0.89) are fellow game developers; Xbox (0.89) and Xbox Game Pass (0.89) are entertainment platforms. Treyarch Studios (0.89) adds another game developer, while Twitch (0.89) represents social media. Borderlands 3 (0.88) and Bethesda Game Studios (0.88) round out the ten — one video game franchise, one game developer.

Tallying the top 10 by subcategory: four Game Developers (Bethesda, BioWare, Treyarch, Bethesda Game Studios), two Video Game Franchises (Destiny 2, Borderlands 3), two Entertainment Platforms (Xbox, Xbox Game Pass), one Actor (Stephen Amell), and one Social Media brand (Twitch). The actor's presence at position two — ahead of most gaming entities — is the structural surprise; it signals that Bungie's audience composition overlaps with a broad entertainment-oriented crowd, not purely a gaming-specialist one.

The flat shape here reflects an audience that is recognizably gaming-adjacent but wide enough to pull in entertainment platform users and mainstream celebrity followers at nearly the same rate.

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": "bungie", "title": "Bungie", "category": "Brands", "subcategory": "Game Developers", "resolved": "bungie", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "destinythegame", "title": "Destiny 2", "category": "Brands", "subcategory": "Video Game Franchises", "similarity": 0.913, "drivers": [ "F04", "A02", "J02", "A01", "O02" ] }, { "handle": "stephenamell", "title": "Stephen Amell", "category": "Celebrities and Influencers", "subcategory": "Actors", "similarity": 0.9008, "drivers": [ "F04", "J02", "A01", "J01", "A02" ] }, { "handle": "bethesda", "title": "Bethesda", "category": "Brands", "subcategory": "Game Developers", "similarity": 0.8948, "drivers": [ "A02", "J02", "O02", "A01", "J01" ] }, { "handle": "xbox", "title": "Xbox", "category": "Brands", "subcategory": "Entertainment Platforms", "similarity": 0.8936, "drivers": [ "A02", "J02", "G01", "A01", "J01" ] }, { "handle": "bioware", "title": "BioWare", "category": "Brands", "subcategory": "Game Developers", "similarity": 0.893, "drivers": [ "F04", "A02", "J02", "A01", "O02" ] }, { "handle": "xboxgamepass", "title": "Xbox Game Pass", "category": "Brands", "subcategory": "Entertainment Platforms", "similarity": 0.8909, "drivers": [ "J02", "A02", "O02", "A01", "G01" ] }, { "handle": "treyarch", "title": "Treyarch Studios", "category": "Brands", "subcategory": "Game Developers", "similarity": 0.89, "drivers": [ "F04", "A02", "J02", "O02", "G01" ] }, { "handle": "twitch", "title": "Twitch", "category": "Brands", "subcategory": "Social Media", "similarity": 0.8867, "drivers": [ "F04", "A02", "J02", "A01", "O02" ] }, { "handle": "borderlands", "title": "Borderlands 3", "category": "Brands", "subcategory": "Video Game Franchises", "similarity": 0.8839, "drivers": [ "F04", "J02", "O02", "A02", "N03" ] }, { "handle": "bethesdastudios", "title": "Bethesda Game Studios", "category": "Brands", "subcategory": "Game Developers", "similarity": 0.8806, "drivers": [ "F04", "J02", "A02", "N03", "O02" ] } ] }
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