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ReverbNation

Brands
Music
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ReverbNation's top 10 nearest neighbors span a narrow similarity band — from 0.85 to 0.89 — with no single dominant pull and no sharp drop-off. Similarity here measures how closely two entities' audiences resemble each other in composition; the tight range signals a flat, undifferentiated cluster rather than a concentrated niche.

The mix breaks into two recognizable groups. The first is music industry infrastructure: TuneCore (0.89), Warner Records (0.89), Warner Music Group (0.86), Columbia Records (0.86), Broadcast Music Inc. (0.85), and Universal Music Group (0.85) — labels, distributors, and rights organizations whose audiences overlap substantially with ReverbNation's. Island Records (0.88), classified as a website rather than a music brand, sits in the same structural neighborhood. The second group is individual artists: Tay Zonday (0.86), RZA (0.86), and Wu Tang Clan (0.85) — all Musicians and Bands — round out the ten. No other music platforms or music-distribution services appear in the top 10 besides TuneCore.

The flat shape across this mix — labels, a B2B distributor, and working artists all within four hundredths of each other — suggests an audience that moves fluidly across the music industry ecosystem rather than clustering tightly around any one corner of it.

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": "reverbnation", "title": "ReverbNation", "category": "Brands", "subcategory": "Music", "resolved": "reverbnation", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "tunecore", "title": "TuneCore", "category": "Brands", "subcategory": "B2B", "similarity": 0.8937, "drivers": [ "O04", "Q02", "E02", "I01", "N03" ] }, { "handle": "warnerrecords", "title": "Warner Records", "category": "Brands", "subcategory": "Music", "similarity": 0.8871, "drivers": [ "O04", "Q02", "Q04", "E02", "Q08" ] }, { "handle": "islandrecords", "title": "Island Records", "category": "Marketing Channels", "subcategory": "Websites", "similarity": 0.8791, "drivers": [ "O04", "Q02", "Q04", "E02", "Q08" ] }, { "handle": "warnermusic", "title": "Warner Music Group", "category": "Brands", "subcategory": "Music", "similarity": 0.8576, "drivers": [ "O04", "Q02", "Q04", "E02", "Q08" ] }, { "handle": "tayzonday", "title": "Tay Zonday", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.8575, "drivers": [ "O04", "Q02", "E02", "Q04", "N03" ] }, { "handle": "columbiarecords", "title": "Columbia Records", "category": "Brands", "subcategory": "Music", "similarity": 0.8575, "drivers": [ "O04", "Q02", "Q04", "E02", "Q08" ] }, { "handle": "rza", "title": "RZA", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.855, "drivers": [ "Q02", "O04", "Q04", "E02", "Q08" ] }, { "handle": "bmi", "title": "Broadcast Music Inc.", "category": "Brands", "subcategory": "Music", "similarity": 0.8526, "drivers": [ "Q02", "O04", "Q04", "E02", "N03" ] }, { "handle": "wutangclan", "title": "Wu Tang Clan", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.8524, "drivers": [ "Q02", "O04", "Q04", "E02", "Q08" ] }, { "handle": "umg", "title": "Universal Music Group", "category": "Brands", "subcategory": "Music", "similarity": 0.8504, "drivers": [ "O04", "Q02", "Q04", "E02", "Q08" ] } ] }
Full Attention graph /similarity /affinity /demographics available with  API key: