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American Songwriter

Marketing Channels
Magazines

Musicians and bands dominate the top 10 neighbors for American Songwriter, but the set fans out well beyond that single category — a broad shape with no single cluster owning the picture.

Jason Isbell is the strongest pull at 0.83, the only neighbor to clear 0.80. From there the scores descend gradually: Masterpiece PBS (0.77), a TV show, sits second — a cross-kind entry that signals the audience's reach beyond music. Ben Folds (0.75) is the one other musician in the top 10, making Musicians and Bands the only subcategory with two representatives. After that, the neighbor set diversifies sharply: Trae Crowder (0.73) is a comedian, Anne Lamott (0.72) an author, Mental Floss (0.71) a website, S-Town Podcast (0.70) and Stuff You Should Know (0.70) are podcasts, MoonPie (0.69) a sweets brand, and Jeff Bridges (0.69) an actor. No other magazine appears in the top 10, and the subcategory spread — musicians, TV shows, comedians, authors, websites, podcasts, a brand, an actor — confirms a genuinely cross-kind audience rather than one anchored to any single media type.

The breadth of this neighbor set suggests an audience that follows craft and cultural curiosity across formats, not one that stays within the boundaries of music media.

Playground →Docs

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": "amersongwriter", "title": "American Songwriter", "category": "Marketing Channels", "subcategory": "Magazines", "resolved": "amersongwriter", "k": 10, "shape": "broad", "filter": null, "results": [ { "handle": "jasonisbell", "title": "Jason Isbell", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.8337, "drivers": [ "H02", "H01", "N03", "E03", "A06" ] }, { "handle": "masterpiecepbs", "title": "Masterpiece PBS", "category": "Marketing Channels", "subcategory": "TV Shows", "similarity": 0.7708, "drivers": [ "H02", "N03", "A02", "H01", "A06" ] }, { "handle": "benfolds", "title": "Ben Folds", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.7476, "drivers": [ "H02", "H01", "N03", "A02", "G01" ] }, { "handle": "traecrowder", "title": "Trae Crowder", "category": "Celebrities and Influencers", "subcategory": "Comedians", "similarity": 0.7253, "drivers": [ "H02", "N03", "H01", "E03", "P02" ] }, { "handle": "annelamott", "title": "Anne Lamott", "category": "Celebrities and Influencers", "subcategory": "Authors", "similarity": 0.7174, "drivers": [ "H02", "H01", "N03", "A02", "J01" ] }, { "handle": "mental_floss", "title": "Mental Floss", "category": "Marketing Channels", "subcategory": "Websites", "similarity": 0.714, "drivers": [ "H02", "N03", "H01", "A02", "G01" ] }, { "handle": "stownpodcast", "title": "S-Town Podcast", "category": "Marketing Channels", "subcategory": "Podcasts and Radio", "similarity": 0.7025, "drivers": [ "H02", "H01", "A02", "N03", "G01" ] }, { "handle": "syskpodcast", "title": "Stuff You Should Know", "category": "Marketing Channels", "subcategory": "Podcasts and Radio", "similarity": 0.6998, "drivers": [ "H02", "N03", "H01", "A02", "P02" ] }, { "handle": "moonpie", "title": "MoonPie", "category": "Brands", "subcategory": "Sweets", "similarity": 0.6949, "drivers": [ "H02", "H01", "E03", "N03", "P02" ] }, { "handle": "thejeffbridges", "title": "Jeff Bridges", "category": "Celebrities and Influencers", "subcategory": "Actors", "similarity": 0.6948, "drivers": [ "N03", "H02", "A02", "A06", "H01" ] } ] }
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