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Wahlburgers on A&E

Marketing Channels
TV Shows
Playground →Docs

Two neighbors pull nearly equal weight at the top of Wahlburgers on A&E's similarity graph: Donnie Wahlberg at 0.90 and the Wahlburgers restaurant brand at 0.89 — a two-peak structure where one peak is a person and the other is a brand, both directly tied to the same family franchise. That pairing defines the shape: audiences here are organized around a specific celebrity-family ecosystem rather than around cable TV viewership broadly.

Below those two peaks, the next cluster is dominated by classic-rock musicians. Paul Stanley (0.86), Gene Simmons (0.82), and Alice Cooper (0.82) form a tight band of Musicians and Bands subcategory neighbors — a pattern that holds further down the list as well. Among the top 10, only Pawn Stars (0.80) shares the center entity's own subcategory of TV Shows, making it the lone fellow TV Show in the set. The remaining top-10 slots go to Death Wish Coffee (0.80), Candace Cameron Bure (0.80), Yankee Candle (0.80), America's Got Talent (0.80), and Michael Weatherly (0.79) — a mix of actors, a beverage brand, a home brand, and one other TV show. The cross-kind character of this neighbor set is the defining feature: the audience that watches this show looks more like the audience for arena-rock musicians and a specific actor than for cable TV programming in general.

The two-peak structure — one celebrity, one restaurant brand — signals an audience organized tightly around a single family's public identity rather than a genre or network.

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": "wahlburgersae", "title": "Wahlburgers on A&E", "category": "Marketing Channels", "subcategory": "TV Shows", "resolved": "wahlburgersae", "k": 10, "shape": "two-peak", "filter": null, "results": [ { "handle": "donniewahlberg", "title": "Donnie Wahlberg", "category": "Celebrities and Influencers", "subcategory": "Actors", "similarity": 0.8955, "drivers": [ "N03", "H04", "O03", "N04", "O02" ] }, { "handle": "wahlburgers", "title": "Wahlburgers", "category": "Brands", "subcategory": "Restaurant", "similarity": 0.8921, "drivers": [ "D03", "O03", "F04", "J02", "H04" ] }, { "handle": "paulstanleylive", "title": "Paul Stanley", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.8566, "drivers": [ "N03", "O03", "N04", "O02", "O01" ] }, { "handle": "genesimmons", "title": "Gene Simmons", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.8202, "drivers": [ "O03", "N04", "O02", "O01", "Q06" ] }, { "handle": "alicecooper", "title": "Alice Cooper", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.8169, "drivers": [ "N04", "O02", "O03", "O01", "Q06" ] }, { "handle": "pawnstars", "title": "Pawn Stars", "category": "Marketing Channels", "subcategory": "TV Shows", "similarity": 0.8026, "drivers": [ "N03", "N04", "O01", "O02", "O03" ] }, { "handle": "deathwishcoffee", "title": "Death Wish Coffee", "category": "Brands", "subcategory": "Beverages", "similarity": 0.8, "drivers": [ "N03", "N04", "Q06", "J02", "O02" ] }, { "handle": "candacecbure", "title": "Candace Cameron Bure", "category": "Celebrities and Influencers", "subcategory": "Actors", "similarity": 0.7985, "drivers": [ "N03", "N04", "J02", "O02", "A02" ] }, { "handle": "theyankeecandle", "title": "Yankee Candle", "category": "Brands", "subcategory": "Home", "similarity": 0.7965, "drivers": [ "N03", "N04", "O02", "K01", "H04" ] }, { "handle": "agt", "title": "America's Got Talent", "category": "Marketing Channels", "subcategory": "TV Shows", "similarity": 0.7963, "drivers": [ "N03", "N04", "O02", "A02", "G03" ] } ] }
Full Attention graph /similarity /affinity /demographics available with  API key: