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Panic! At The Disco sits at 0.85 inside a top 10 that is otherwise dominated by gaming infrastructure — the clearest sign that PUBG's audience shape bridges two distinct neighborhoods.

The shape is two-peak. One cluster is tightly gaming-oriented: Xbox Support (0.89) and Battlefield (0.89) are the two strongest neighbors, followed by Sea of Thieves at 0.86 and The Elder Scrolls at 0.85. Four of the top five neighbors are Video Game Franchises or Tools and Resources tied to gaming platforms — a coherent cluster of shooter and action-game audiences. The second peak is harder to categorize by subcategory alone: Panic! At The Disco (0.85, Musicians and Bands) lands between those two gaming anchors in rank, and Dr Disrespect (0.83, Tech Personalities) and G Fuel (0.83, Beverages) extend the set into gaming-adjacent culture rather than pure game titles. Rounding out the top 10 are World of Warcraft (0.83), Ninja (0.83, Musicians and Bands), and Turtle Beach (0.83, B2B) — the last three sitting within a narrow 0.001 band of each other. No other Video Game Franchise subcategory appears in the top 10 beyond Battlefield, Sea of Thieves, The Elder Scrolls, and World of Warcraft; PUBG itself shares that subcategory with four of its ten neighbors, confirming partial same-kind overlap but not dominance.

The two-peak structure suggests PUBG's audience is shaped as much by gaming-culture personalities and adjacent brands as by direct franchise peers.

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": "pubg", "title": "PUBG", "category": "Brands", "subcategory": "Video Game Franchises", "resolved": "pubg", "k": 10, "shape": "two-peak", "filter": null, "results": [ { "handle": "xboxsupport", "title": "Xbox Support", "category": "Miscellaneous", "subcategory": "Tools and Resources", "similarity": 0.8903, "drivers": [ "N03", "A02", "J02", "O02", "F03" ] }, { "handle": "battlefield", "title": "Battlefield", "category": "Brands", "subcategory": "Video Game Franchises", "similarity": 0.886, "drivers": [ "N03", "A02", "O02", "O01", "J02" ] }, { "handle": "seaofthieves", "title": "Sea of Thieves", "category": "Brands", "subcategory": "Video Game Franchises", "similarity": 0.8604, "drivers": [ "N03", "A02", "O02", "F03", "J02" ] }, { "handle": "panicatthedisco", "title": "Panic! At The Disco", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.8503, "drivers": [ "O01", "O02", "A02", "J02", "A01" ] }, { "handle": "elderscrolls", "title": "The Elder Scrolls", "category": "Brands", "subcategory": "Video Game Franchises", "similarity": 0.845, "drivers": [ "O02", "O01", "A02", "N03", "F03" ] }, { "handle": "drdisrespect", "title": "Dr Disrespect", "category": "Celebrities and Influencers", "subcategory": "Tech Personalities", "similarity": 0.8338, "drivers": [ "A02", "O01", "F03", "J02", "O02" ] }, { "handle": "gfuelenergy", "title": "G Fuel", "category": "Brands", "subcategory": "Beverages", "similarity": 0.8315, "drivers": [ "O01", "F03", "O02", "A02", "N03" ] }, { "handle": "warcraft", "title": "World of Warcraft", "category": "Brands", "subcategory": "Video Game Franchises", "similarity": 0.8311, "drivers": [ "N03", "A02", "F03", "O02", "O01" ] }, { "handle": "ninja", "title": "Ninja", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.8304, "drivers": [ "O01", "A02", "F03", "O02", "J05" ] }, { "handle": "turtlebeach", "title": "Turtle Beach", "category": "Brands", "subcategory": "B2B", "similarity": 0.8274, "drivers": [ "N03", "O02", "O01", "A02", "N04" ] } ] }
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