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Luke Combs

Celebrities and Influencers
Musicians and Bands
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Luke Combs' top 10 nearest neighbors are an unbroken row of fellow Musicians and Bands — every single position from Morgan Wallen (0.99) down to Lee Brice (0.97) carries the same subcategory. Similarity here measures how closely two entities' audiences resemble each other in composition; scores this high, compressed into this narrow a band, describe a cluster with almost no internal variation.

The shape is flat: the gap between the top neighbor and the tenth is just 0.02 points. Morgan Wallen leads at 0.99, followed by Eric Church at 0.98 and Thomas Rhett at 0.98. Jake Owen and Cole Swindell both sit at 0.97, as does Florida Georgia Line. Jason Aldean, Dierks Bentley, and Luke Bryan follow at 0.97, with Lee Brice closing the top 10 at 0.97. No athletes, brands, or non-music entities appear in the top 10 — the set is entirely Musicians and Bands.

What the shape reveals is a tightly bounded genre audience: the people who follow Luke Combs are, with very high consistency, the same people who follow this specific tier of country music acts, and no single neighbor pulls meaningfully ahead of the rest.

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": "lukecombs", "title": "Luke Combs", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "resolved": "lukecombs", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "morganwallen", "title": "Morgan Wallen", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9881, "drivers": [ "N01", "M04", "N04", "M03", "N02" ] }, { "handle": "ericchurch", "title": "Eric Church", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9801, "drivers": [ "N01", "N04", "M04", "M03", "N02" ] }, { "handle": "thomasrhett", "title": "Thomas Rhett", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9762, "drivers": [ "N01", "M04", "N04", "M03", "N02" ] }, { "handle": "jakeowen", "title": "Jake Owen", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.976, "drivers": [ "N01", "N04", "M04", "M03", "N02" ] }, { "handle": "coleswindell", "title": "Cole Swindell", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9749, "drivers": [ "N01", "M04", "N04", "M03", "N02" ] }, { "handle": "flagaline", "title": "Florida Georgia Line", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9749, "drivers": [ "N01", "N04", "M04", "M03", "N02" ] }, { "handle": "jason_aldean", "title": "Jason Aldean", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9725, "drivers": [ "N01", "N04", "M04", "M03", "N02" ] }, { "handle": "dierksbentley", "title": "Dierks Bentley", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9717, "drivers": [ "N01", "N04", "M04", "M03", "N02" ] }, { "handle": "lukebryanonline", "title": "Luke Bryan", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9708, "drivers": [ "N01", "N04", "M04", "M03", "N02" ] }, { "handle": "leebrice", "title": "Lee Brice", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9687, "drivers": [ "N01", "N04", "M04", "M03", "N02" ] } ] }
Full Attention graph /similarity /affinity /demographics available with  API key: