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Dark Side of the Ring

Marketing Channels
TV Shows

The top 10 neighbors for Dark Side of the Ring compress into a narrow band — scores running from 0.88 down to 0.84 — with no single dominant pull and no sharp drop-off. The cluster's composition tells the story: it is almost entirely professional wrestling, assembled from multiple subcategories within that world.

SiriusXM Busted Open leads at 0.88, a wrestling-focused podcast and radio property. Behind it sit two TV shows — All Elite Wrestling (0.87) and All Elite Wrestling on TNT (0.86) — followed by athletes CM Punk (0.86) and Bully Ray (0.85). The one structural outlier in the top 10 is DDPY (0.85), a fitness brand — though its founder is a former professional wrestler, which likely explains the audience overlap. ROH Wrestling (0.85) adds a third TV show to the set, while TV personalities Shane McMahon (0.85) and Jim Ross (0.85) round out the wrestling-adjacent figures. Kenny Omega (0.84) closes the top 10 as another athlete.

Tallying subcategories across the ten: four athletes, three TV shows, two podcasts/radio, and one fitness brand. No other TV show subcategory appears outside of wrestling properties in the top 10. The absence of general documentary or true-crime TV shows — formats that might seem thematically adjacent — is notable within this set; the audience shape is defined by wrestling fandom specifically, not documentary viewership broadly.

The flat shape here reflects a tightly bounded community: Dark Side of the Ring draws an audience that looks nearly identical to the core professional wrestling media ecosystem, with scores clustered so closely that no single neighbor stands apart.

Playground →Docs

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": "darksideofring", "title": "Dark Side of the Ring", "category": "Marketing Channels", "subcategory": "TV Shows", "resolved": "darksideofring", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "bustedopenradio", "title": "SiriusXM Busted Open", "category": "Marketing Channels", "subcategory": "Podcasts and Radio", "similarity": 0.8838, "drivers": [ "O03", "J02", "O01", "A02", "G01" ] }, { "handle": "aew", "title": "All Elite Wrestling", "category": "Marketing Channels", "subcategory": "TV Shows", "similarity": 0.8716, "drivers": [ "O03", "A01", "J02", "A02", "O01" ] }, { "handle": "aewontnt", "title": "All Elite Wrestling on TNT", "category": "Marketing Channels", "subcategory": "TV Shows", "similarity": 0.859, "drivers": [ "O03", "J02", "O01", "A01", "A02" ] }, { "handle": "cmpunk", "title": "CM Punk", "category": "Celebrities and Influencers", "subcategory": "Athletes", "similarity": 0.8566, "drivers": [ "O03", "A01", "J02", "O01", "A02" ] }, { "handle": "bullyray5150", "title": "Bully Ray", "category": "Celebrities and Influencers", "subcategory": "Athletes", "similarity": 0.8484, "drivers": [ "O03", "O01", "J02", "Q05", "A02" ] }, { "handle": "ddpyoga", "title": "DDPY", "category": "Brands", "subcategory": "Fitness", "similarity": 0.8484, "drivers": [ "O03", "A02", "O01", "G01", "A01" ] }, { "handle": "ringofhonor", "title": "ROH Wrestling", "category": "Marketing Channels", "subcategory": "TV Shows", "similarity": 0.8459, "drivers": [ "O03", "J02", "A02", "O01", "A01" ] }, { "handle": "shanemcmahon", "title": "Shane McMahon", "category": "Celebrities and Influencers", "subcategory": "TV Personalities", "similarity": 0.8458, "drivers": [ "O03", "J02", "Q05", "A02", "A03" ] }, { "handle": "jrsbbq", "title": "Jim Ross", "category": "Celebrities and Influencers", "subcategory": "TV Personalities", "similarity": 0.8455, "drivers": [ "O03", "J02", "Q05", "A02", "O01" ] }, { "handle": "kennyomegamanx", "title": "Kenny Omega", "category": "Celebrities and Influencers", "subcategory": "Athletes", "similarity": 0.8453, "drivers": [ "O03", "J02", "A01", "A02", "A03" ] } ] }
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