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Below Deck

Marketing Channels
TV Shows
Playground →Docs

Below Deck's closest audience-shape match is Zach Boychuk, an athlete (0.79) — not another reality TV show or Bravo-adjacent property. Only one fellow TV Show appears in the top 10: Vanderpump Rules at 0.70.

The shape here is broad: no single neighbor dominates, and the top 10 scores span from 0.79 down to 0.68 without a sharp drop-off. The cluster is strikingly cross-kind. Beyond Boychuk, the next closest neighbor is Shaun White, another athlete (0.74), followed by Pinehurst Resort, a hotel brand (0.72). Rounding out the top 10 are Big O Tires, an automotive parts and accessories brand (0.70); Sur Restaurant, a restaurant brand (0.70); Kimberly Klacik, a politician (0.69); Genesis Auto, a car maker (0.69); John Stossel and Andy Ngô, both journalists (0.68); and Hoka, a fitness brand (0.68). The subcategory mix — athletes, hotels, automotive, politicians, journalists, fitness — spans six distinct subcategories across the top 10, with athletes (two entries) the only repeated type. Vanderpump Rules is the lone TV Show neighbor in the top 10.

This breadth signals an audience whose shape is defined less by genre loyalty than by a wide-ranging consumption pattern that cuts across sports, travel, automotive, and political media simultaneously.

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": "belowdeck", "title": "Below Deck", "category": "Marketing Channels", "subcategory": "TV Shows", "resolved": "belowdeck", "k": 10, "shape": "broad", "filter": null, "results": [ { "handle": "zachboychuk", "title": "Zach Boychuk", "category": "Celebrities and Influencers", "subcategory": "Athletes", "similarity": 0.7874, "drivers": [ "N03", "P03", "P02", "E04", "D03" ] }, { "handle": "shaunwhite", "title": "Shaun White", "category": "Celebrities and Influencers", "subcategory": "Athletes", "similarity": 0.7424, "drivers": [ "N03", "J02", "E02", "Q08", "Q01" ] }, { "handle": "pinehurstresort", "title": "Pinehurst Resort", "category": "Brands", "subcategory": "Hotels", "similarity": 0.719, "drivers": [ "N03", "J02", "J03", "P03", "E04" ] }, { "handle": "vanderpumprules", "title": "Vanderpump Rules", "category": "Marketing Channels", "subcategory": "TV Shows", "similarity": 0.7035, "drivers": [ "N03", "E02", "F04", "Q08", "P03" ] }, { "handle": "big-o-tires", "title": "Big O Tires", "category": "Automotive", "subcategory": "Parts and Accessories", "similarity": 0.7027, "drivers": [ "N03", "J05", "K01", "K02", "E02" ] }, { "handle": "surrestaurant", "title": "Sur Restaurant", "category": "Brands", "subcategory": "Restaurant", "similarity": 0.7011, "drivers": [ "N03", "F04", "J02", "Q08", "E02" ] }, { "handle": "kimkbaltimore", "title": "Kimberly Klacik", "category": "Celebrities and Influencers", "subcategory": "Politicians", "similarity": 0.6916, "drivers": [ "N03", "J05", "K02", "J02", "P03" ] }, { "handle": "genesis-auto", "title": "Genesis Auto", "category": "Automotive", "subcategory": "Car Makers", "similarity": 0.6894, "drivers": [ "N03", "K02", "J02", "M01", "K03" ] }, { "handle": "johnstossel", "title": "John Stossel", "category": "Celebrities and Influencers", "subcategory": "Journalists", "similarity": 0.6826, "drivers": [ "N03", "J02", "P03", "K02", "Q08" ] }, { "handle": "mrandyngo", "title": "Andy Ngô", "category": "Celebrities and Influencers", "subcategory": "Journalists", "similarity": 0.6813, "drivers": [ "N03", "J05", "J02", "K02", "K01" ] } ] }
Full Attention graph /similarity /affinity /demographics available with  API key: