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Teen Mom

Marketing Channels
TV Shows
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Teen Mom's nearest ten neighbors span five distinct subcategories — Reality TV Stars, TV Shows, Actors, Musicians and Bands, and a TV Channel — with no single type dominating and scores compressed into a narrow band from 0.97 down to 0.93.

The shape is flat. Teen Mom OG sits at the top (0.97), followed closely by cast members Catelynn Baltierra (0.97), Farrah Abraham (0.96), Tyler Baltierra (0.96), Leah D. Messer (0.95), Kailyn Lowry (0.95), and Chelsea DeBoer (0.94) — six Reality TV Stars in seven positions. That cluster is the expected core. What breaks the pattern are positions eight through ten: Jensen Ackles (0.93) and Jared Padalecki (0.93), both actors from Supernatural, and Supernatural itself (0.93). These three share no thematic connection to the franchise; their presence signals that a meaningful portion of Teen Mom's audience also follows that show's cast closely enough to reshape the overall audience profile.

The flat distribution — less than five points separating the top neighbor from the tenth — means no single entity anchors this audience; instead, it sits at a crossroads between reality television's cast-follower pattern and a broader scripted-TV viewership that extends well into genre drama.

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": "teenmom", "title": "Teen Mom", "category": "Marketing Channels", "subcategory": "TV Shows", "resolved": "teenmom", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "teenmom_og", "title": "Teen Mom OG", "category": "Marketing Channels", "subcategory": "TV Shows", "similarity": 0.9733, "drivers": [ "N04", "O03", "N03", "O02", "F04" ] }, { "handle": "catelynnlowell", "title": "Catelynn Baltierra", "category": "Celebrities and Influencers", "subcategory": "Reality TV Stars", "similarity": 0.9673, "drivers": [ "N04", "N03", "O03", "O02", "O01" ] }, { "handle": "f1abraham", "title": "Farrah Abraham", "category": "Celebrities and Influencers", "subcategory": "Reality TV Stars", "similarity": 0.9622, "drivers": [ "N04", "N03", "O03", "O02", "O01" ] }, { "handle": "tylerbaltierra", "title": "Tyler Baltierra", "category": "Celebrities and Influencers", "subcategory": "Reality TV Stars", "similarity": 0.955, "drivers": [ "N04", "O03", "O02", "N03", "O01" ] }, { "handle": "leahmesser", "title": "Leah D. Messer", "category": "Celebrities and Influencers", "subcategory": "Reality TV Stars", "similarity": 0.9533, "drivers": [ "N04", "N03", "O03", "O02", "M03" ] }, { "handle": "kaillowry", "title": "Kailyn Lowry", "category": "Celebrities and Influencers", "subcategory": "Reality TV Stars", "similarity": 0.9493, "drivers": [ "N03", "N04", "O03", "O02", "M03" ] }, { "handle": "chelseahouska", "title": "Chelsea DeBoer", "category": "Celebrities and Influencers", "subcategory": "Reality TV Stars", "similarity": 0.9382, "drivers": [ "N04", "N03", "O03", "O02", "O01" ] }, { "handle": "jensenackles", "title": "Jensen Ackles", "category": "Celebrities and Influencers", "subcategory": "Actors", "similarity": 0.933, "drivers": [ "N04", "O03", "O02", "N03", "O01" ] }, { "handle": "cw_spn", "title": "Supernatural", "category": "Marketing Channels", "subcategory": "TV Shows", "similarity": 0.9317, "drivers": [ "N03", "N04", "O03", "O02", "O01" ] }, { "handle": "jarpad", "title": "Jared Padalecki", "category": "Celebrities and Influencers", "subcategory": "Actors", "similarity": 0.9315, "drivers": [ "N04", "O03", "O02", "N03", "O01" ] } ] }
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