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Leah D. Messer

Celebrities and Influencers
Reality TV Stars
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The top 10 neighbors for Leah D. Messer form a tight, mixed cluster — six Reality TV Stars, three Musicians and Bands, and one TV Show — with scores spanning only 0.99 to 0.95, a narrow band that defines the flat shape.

The six Reality TV Stars are the core: Catelynn Baltierra (0.99), Chelsea DeBoer (0.99), Tyler Baltierra (0.98), Farrah Abraham (0.98), Kailyn Lowry (0.97), and Maci McKinney (0.97) — all sharing Leah Messer's own subcategory, making this a strongly same-kind cluster at the top. The source show itself, Teen Mom (0.95), also appears as a TV Show neighbor, reinforcing the franchise axis. What breaks the pattern are three Musicians and Bands: Rascal Flatts (0.96), Lady A (0.95), and Reba McEntire (0.95) — all country acts — sitting alongside a comedian, Jeff Dunham (0.95), as the lone non-musician, non-reality entry in the top 10. No actors appear in the top 10.

The overall shape is an audience rooted in reality television's Teen Mom franchise that simultaneously overlaps with country music fandom — two distinct content worlds sharing enough audience composition to land within the same narrow similarity band.

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": "leahmesser", "title": "Leah D. Messer", "category": "Celebrities and Influencers", "subcategory": "Reality TV Stars", "resolved": "leahmesser", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "catelynnlowell", "title": "Catelynn Baltierra", "category": "Celebrities and Influencers", "subcategory": "Reality TV Stars", "similarity": 0.9898, "drivers": [ "N04", "N03", "O03", "O02", "M03" ] }, { "handle": "chelseahouska", "title": "Chelsea DeBoer", "category": "Celebrities and Influencers", "subcategory": "Reality TV Stars", "similarity": 0.988, "drivers": [ "N04", "N03", "M03", "O01", "O03" ] }, { "handle": "tylerbaltierra", "title": "Tyler Baltierra", "category": "Celebrities and Influencers", "subcategory": "Reality TV Stars", "similarity": 0.9816, "drivers": [ "N04", "O03", "O02", "O01", "M03" ] }, { "handle": "f1abraham", "title": "Farrah Abraham", "category": "Celebrities and Influencers", "subcategory": "Reality TV Stars", "similarity": 0.9803, "drivers": [ "N04", "N03", "O03", "O01", "M03" ] }, { "handle": "kaillowry", "title": "Kailyn Lowry", "category": "Celebrities and Influencers", "subcategory": "Reality TV Stars", "similarity": 0.9725, "drivers": [ "N03", "N04", "M03", "O03", "O02" ] }, { "handle": "macibookout", "title": "Maci McKinney", "category": "Celebrities and Influencers", "subcategory": "Reality TV Stars", "similarity": 0.9677, "drivers": [ "N04", "M03", "O02", "O01", "O03" ] }, { "handle": "rascalflatts", "title": "Rascal Flatts", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9569, "drivers": [ "N04", "N01", "M03", "N03", "M04" ] }, { "handle": "teenmom", "title": "Teen Mom", "category": "Marketing Channels", "subcategory": "TV Shows", "similarity": 0.9533, "drivers": [ "N04", "N03", "O03", "O02", "M03" ] }, { "handle": "ladya", "title": "Lady A", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9507, "drivers": [ "N04", "N03", "N01", "M03", "M04" ] }, { "handle": "reba", "title": "Reba McEntire", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9505, "drivers": [ "N04", "N01", "N03", "M03", "M04" ] } ] }
Full Attention graph /similarity /affinity /demographics available with  API key: