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Bust Magazine

Marketing Channels
Magazines
Playground →Docs

The top 10 neighbors for Bust Magazine span five distinct subcategories — magazines, comedians, actors, authors, and websites — with scores compressed into a narrow band from 0.963 to 0.971, the hallmark of a flat shape.

Four of the ten neighbors share Bust's own subcategory: Pitchfork (0.971), Jacobin Magazine (0.971), Ms. Magazine (0.963), and Guernica Magazine (0.963). That's a meaningful same-kind presence, but it doesn't dominate — the remaining six neighbors come from entirely different subcategories. Aparna Nancherla (0.970) and Megan Amram (0.961, position 15 in the full set) represent comedians; Natasha Lyonne (0.969) and Mara Wilson (0.959) are actors; Roxane Gay (0.969) is an author; and Reductress (0.967) and The A.V. Club (0.965) are websites. Within the strict top 10, no news publishers, podcasts, or organizations appear — those subcategories enter later in the neighbor set.

What the flat shape reveals is that Bust's audience doesn't cluster tightly around any single adjacent kind. Instead, it distributes evenly across literary magazines, culture websites, and individual comedians and actors — a profile that resists reduction to a single peer category.

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": "bust_magazine", "title": "Bust Magazine", "category": "Marketing Channels", "subcategory": "Magazines", "resolved": "bust_magazine", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "pitchfork", "title": "Pitchfork", "category": "Marketing Channels", "subcategory": "Magazines", "similarity": 0.971, "drivers": [ "I01", "G01", "G03", "A02", "H02" ] }, { "handle": "jacobinmag", "title": "Jacobin Magazine", "category": "Marketing Channels", "subcategory": "Magazines", "similarity": 0.9709, "drivers": [ "G03", "I01", "A02", "G01", "Q01" ] }, { "handle": "aparnapkin", "title": "Aparna Nancherla", "category": "Celebrities and Influencers", "subcategory": "Comedians", "similarity": 0.9697, "drivers": [ "I01", "G03", "A02", "G01", "Q01" ] }, { "handle": "nlyonne", "title": "Natasha Lyonne", "category": "Celebrities and Influencers", "subcategory": "Actors", "similarity": 0.9694, "drivers": [ "I01", "G03", "G01", "A02", "H02" ] }, { "handle": "rgay", "title": "Roxane Gay", "category": "Celebrities and Influencers", "subcategory": "Authors", "similarity": 0.9688, "drivers": [ "I01", "G03", "A02", "G01", "Q01" ] }, { "handle": "reductress", "title": "Reductress", "category": "Marketing Channels", "subcategory": "Websites", "similarity": 0.9669, "drivers": [ "I01", "G03", "G01", "A02", "H02" ] }, { "handle": "criterion", "title": "Criterion Collection", "category": "Brands", "subcategory": "Entertainment", "similarity": 0.9661, "drivers": [ "I01", "G03", "A02", "G01", "Q01" ] }, { "handle": "theavclub", "title": "The A.V. Club", "category": "Marketing Channels", "subcategory": "Websites", "similarity": 0.9649, "drivers": [ "G01", "G03", "I01", "A02", "H02" ] }, { "handle": "msmagazine", "title": "Ms. Magazine", "category": "Marketing Channels", "subcategory": "Magazines", "similarity": 0.963, "drivers": [ "A02", "G03", "G01", "I01", "Q01" ] }, { "handle": "guernicamag", "title": "Guernica Magazine", "category": "Marketing Channels", "subcategory": "Magazines", "similarity": 0.9628, "drivers": [ "G03", "I01", "A02", "G01", "E06" ] } ] }
Full Attention graph /similarity /affinity /demographics available with  API key: