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TLC Network

Marketing Channels
TV Channels
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TLC Network's top 10 nearest neighbors span five distinct subcategories — TV Shows, Musicians and Bands, Reality TV Stars, a Restaurant brand, and an Auto brand — with no single type dominating and scores compressed into a narrow band from 0.90 to 0.92.

The shape is flat: Kelly Clarkson leads at 0.92, followed closely by Criminal Minds at 0.92 and BONES at 0.91, but none of these pull away from the pack. Farrah Abraham (0.91, Reality TV Stars) and Cracker Barrel (0.91, Restaurant) sit at nearly the same level, and Teen Mom (0.91), The Voice (0.91), Supernatural (0.90), Teen Mom OG (0.90), and Valvoline (0.90, Auto) complete the set. The only other TV Channel in the top 10 does not appear — TLC's nearest channel-level peer, A&E Network, sits just outside at position 14 in the broader data. Within the top 10, TLC is the lone TV Channel. The mix of procedural dramas, reality figures, a musician, a casual dining chain, and an auto brand points to an audience whose shape is defined less by genre loyalty than by a broad, mainstream American consumer profile that cuts across entertainment and everyday brand categories.

The flat distribution confirms that no single neighbor or subcategory anchors TLC's audience — its shape is genuinely diffuse across the mainstream TV and lifestyle landscape.

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": "tlc", "title": "TLC Network", "category": "Marketing Channels", "subcategory": "TV Channels", "resolved": "tlc", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "kellyclarkson", "title": "Kelly Clarkson", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9225, "drivers": [ "N03", "N04", "O03", "A06", "A01" ] }, { "handle": "crimminds_cbs", "title": "Criminal Minds", "category": "Marketing Channels", "subcategory": "TV Shows", "similarity": 0.919, "drivers": [ "N03", "N04", "O03", "A06", "O02" ] }, { "handle": "officialbonestv", "title": "BONES", "category": "Marketing Channels", "subcategory": "TV Shows", "similarity": 0.9123, "drivers": [ "N03", "N04", "O03", "A01", "A06" ] }, { "handle": "f1abraham", "title": "Farrah Abraham", "category": "Celebrities and Influencers", "subcategory": "Reality TV Stars", "similarity": 0.9095, "drivers": [ "N03", "N04", "O03", "N01", "O01" ] }, { "handle": "crackerbarrel", "title": "Cracker Barrel", "category": "Brands", "subcategory": "Restaurant", "similarity": 0.9063, "drivers": [ "N03", "N04", "O03", "N01", "A02" ] }, { "handle": "teenmom", "title": "Teen Mom", "category": "Marketing Channels", "subcategory": "TV Shows", "similarity": 0.9062, "drivers": [ "N04", "N03", "O03", "O02", "H04" ] }, { "handle": "nbcthevoice", "title": "The Voice", "category": "Marketing Channels", "subcategory": "TV Shows", "similarity": 0.9054, "drivers": [ "N03", "N04", "N01", "O03", "A06" ] }, { "handle": "cw_spn", "title": "Supernatural", "category": "Marketing Channels", "subcategory": "TV Shows", "similarity": 0.9047, "drivers": [ "N03", "N04", "O03", "A01", "O02" ] }, { "handle": "teenmom_og", "title": "Teen Mom OG", "category": "Marketing Channels", "subcategory": "TV Shows", "similarity": 0.904, "drivers": [ "N04", "N03", "O03", "O02", "F04" ] }, { "handle": "valvoline_social", "title": "Valvoline (social)", "category": "Brands", "subcategory": "Auto", "similarity": 0.903, "drivers": [ "N03", "N04", "O03", "K01", "N01" ] } ] }
Full Attention graph /similarity /affinity /demographics available with  API key: