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AMD Gaming's nearest ten neighbors split almost evenly between gaming-hardware brands and professional wrestlers, with an actor rounding out the set — a composition that reflects the audience's shape more than any single dominant pull.

The shape is flat: scores run from 0.87 down to 0.85 with no meaningful gap between them. Three Technology-subcategory brands appear — NVIDIA GeForce (0.86), Razer (0.85), and ROG Global (0.85) — alongside Xbox (0.86) and MSI Gaming USA (0.86), which rounds out the gaming-hardware cluster. That's five of ten neighbors drawn from the same broad hardware-and-platform space as AMD Gaming itself. The other five are not. Saraya-Jade Bevis (Paige) (0.87) is the single highest-scoring neighbor and is classified as a Reality TV Star; Lexi Kaufman (0.85), Becky Lynch (0.85), and John Cena (0.85) are all Athletes — all from professional wrestling contexts by their handles. Ashley Tisdale (0.85) is the lone Actor in the set. The wrestling-adjacent cluster is not a thematic overlap; it is an audience-shape overlap, meaning the people who follow these Athletes are distributed across platforms and interests in a pattern that closely mirrors AMD Gaming's own audience composition.

The flat shape, with no single neighbor pulling away from the pack, suggests an audience that is broadly shared across gaming hardware and entertainment rather than concentrated around any one adjacent community.

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": "amdgaming", "title": "AMD Gaming", "category": "Brands", "subcategory": "Technology", "resolved": "amdgaming", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "realpaigewwe", "title": "Saraya-Jade Bevis (Paige)", "category": "Celebrities and Influencers", "subcategory": "Reality TV Stars", "similarity": 0.8666, "drivers": [ "N03", "N04", "Q06", "P06", "O03" ] }, { "handle": "nvidiageforce", "title": "NVIDIA GeForce", "category": "Brands", "subcategory": "Technology", "similarity": 0.8636, "drivers": [ "N03", "Q06", "A02", "J02", "E06" ] }, { "handle": "xbox", "title": "Xbox", "category": "Brands", "subcategory": "Entertainment Platforms", "similarity": 0.8634, "drivers": [ "N03", "J02", "A02", "G01", "A01" ] }, { "handle": "msiusa", "title": "MSI Gaming USA", "category": "Brands", "subcategory": "Game Developers", "similarity": 0.8594, "drivers": [ "N03", "Q06", "P06", "A02", "F03" ] }, { "handle": "razer", "title": "Razer", "category": "Brands", "subcategory": "Technology", "similarity": 0.8542, "drivers": [ "N03", "Q06", "A02", "J02", "G01" ] }, { "handle": "alexabliss_wwe", "title": "Lexi Kaufman", "category": "Celebrities and Influencers", "subcategory": "Athletes", "similarity": 0.8507, "drivers": [ "N03", "Q06", "N04", "A02", "O03" ] }, { "handle": "asus_rog", "title": "ROG Global", "category": "Brands", "subcategory": "Technology", "similarity": 0.8483, "drivers": [ "N03", "Q06", "A02", "P06", "E06" ] }, { "handle": "beckylynchwwe", "title": "Becky Lynch", "category": "Celebrities and Influencers", "subcategory": "Athletes", "similarity": 0.8466, "drivers": [ "N03", "Q06", "N04", "J02", "A02" ] }, { "handle": "johncena", "title": "John Cena", "category": "Celebrities and Influencers", "subcategory": "Athletes", "similarity": 0.8459, "drivers": [ "N03", "N04", "A02", "Q06", "A01" ] }, { "handle": "ashleytisdale", "title": "Ashley Tisdale", "category": "Celebrities and Influencers", "subcategory": "Actors", "similarity": 0.8457, "drivers": [ "N03", "P06", "A02", "N04", "A01" ] } ] }
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