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Below Deck Med

Marketing Channels
TV Shows
Playground →Docs

Heather Dubrow (0.74) and PUMP RULES (0.74) sit at the top of Below Deck Med's neighbor set, but they represent only one of two distinct audience neighborhoods visible in the top 10. Similarity here measures how closely two entities' audiences resemble each other in composition — a score near 0.74 signals a strong structural match.

The first cluster is reality TV: Heather Dubrow (Reality TV Stars, 0.74), PUMP RULES (TV Shows, 0.74), and Tamra Judge (Reality TV Stars, 0.69) form a coherent Bravo-adjacent group. The second cluster is harder to predict from the show's premise: Mornings with Maria (0.72), Martha MacCallum (Journalists, 0.69), and Burgess Owens (Politicians, 0.68) pull the neighbor set toward conservative news and political media. Weather Underground (Websites, 0.70) sits between the two peaks, sharing audience shape with both. Carrabba's Italian Grill (Casual Dining, 0.67), Human Events (News Publishers, 0.67), and Brandon Straka (Activists, 0.67) round out the ten, reinforcing the news-and-politics side of the split. No other TV Shows appear in the top 10 beyond PUMP RULES, making the cross-kind pull toward political media the more structurally unusual finding.

Below Deck Med's audience bridges two communities that rarely share a neighbor set: reality TV fans and consumers of conservative news programming.

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": "belowdeckmedtv", "title": "Below Deck Med", "category": "Marketing Channels", "subcategory": "TV Shows", "resolved": "belowdeckmedtv", "k": 10, "shape": "two-peak", "filter": null, "results": [ { "handle": "heatherdubrow", "title": "Heather Dubrow", "category": "Celebrities and Influencers", "subcategory": "Reality TV Stars", "similarity": 0.736, "drivers": [ "N03", "J02", "K02", "H04", "P04" ] }, { "handle": "pumprules", "title": "PUMP RULES", "category": "Marketing Channels", "subcategory": "TV Shows", "similarity": 0.7352, "drivers": [ "F04", "K02", "J02", "H04", "J05" ] }, { "handle": "morningsmaria", "title": "Mornings with Maria", "category": "Marketing Channels", "subcategory": "TV Shows", "similarity": 0.7169, "drivers": [ "K02", "J02", "J05", "F04", "H04" ] }, { "handle": "wunderground", "title": "Weather Underground", "category": "Marketing Channels", "subcategory": "Websites", "similarity": 0.702, "drivers": [ "N03", "J05", "K02", "J02", "F04" ] }, { "handle": "marthamaccallum", "title": "Martha MacCallum", "category": "Celebrities and Influencers", "subcategory": "Journalists", "similarity": 0.6904, "drivers": [ "K02", "J02", "J05", "N03", "P03" ] }, { "handle": "tamrajudgeoc", "title": "Tamra Judge", "category": "Celebrities and Influencers", "subcategory": "Reality TV Stars", "similarity": 0.6854, "drivers": [ "J02", "H04", "N03", "G03", "P03" ] }, { "handle": "burgessowens", "title": "Burgess Owens", "category": "Celebrities and Influencers", "subcategory": "Politicians", "similarity": 0.6818, "drivers": [ "K02", "J05", "J02", "Q01", "F04" ] }, { "handle": "carrabba-s-italian-grill", "title": "Carrabba's Italian Grill", "category": "Restaurants & Eateries", "subcategory": "Casual Dining", "similarity": 0.6715, "drivers": [ "K02", "J02", "J05", "N03", "M01" ] }, { "handle": "humanevents", "title": "Human Events", "category": "Marketing Channels", "subcategory": "News Publishers", "similarity": 0.6698, "drivers": [ "N03", "K02", "J02", "F04", "J05" ] }, { "handle": "brandonstraka", "title": "Brandon Straka", "category": "Celebrities and Influencers", "subcategory": "Activists", "similarity": 0.6658, "drivers": [ "K02", "J05", "J02", "F04", "H04" ] } ] }
Full Attention graph /similarity /affinity /demographics available with  API key: