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Martina McBride

Celebrities and Influencers
Musicians and Bands
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Martina McBride's top 10 neighbors are an almost entirely same-kind cluster — nine Musicians and Bands plus one TV Channel — with scores compressed into a narrow band from 0.99 to 0.99, the hallmark of a flat shape.

Little Big Town leads at 0.99, followed closely by Reba McEntire (0.99), Toby Keith (0.99), Miranda Lambert (0.99), and Rascal Flatts (0.99). Sara Evans (0.99) and Josh Turner (0.99) follow, with Faith Hill (0.99) and Lady A (0.99) rounding out the Musicians and Bands contingent. The sole non-musician in the top 10 is CMT, a TV Channel, at 0.99 — the only entity in the set that isn't classified as a musician or band. No media properties, venues, awards shows, or brands appear in the top 10; those categories emerge only further down the wider neighbor graph.

The scores span just 0.005 across all ten positions, confirming the flat shape: no single neighbor dominates, and no meaningful gap separates the closest from the tenth. The audience here is defined almost entirely by genre-specific musician overlap, with CMT as the one structural signal that the audience also engages with country music as a broadcast format.

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": "martinamcbride", "title": "Martina McBride", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "resolved": "martinamcbride", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "littlebigtown", "title": "Little Big Town", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9934, "drivers": [ "N04", "N01", "M04", "N02", "M03" ] }, { "handle": "reba", "title": "Reba McEntire", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9919, "drivers": [ "N04", "N01", "M04", "N02", "M03" ] }, { "handle": "tobykeith", "title": "Toby Keith", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9913, "drivers": [ "N04", "N01", "M04", "N02", "M03" ] }, { "handle": "mirandalambert", "title": "Miranda Lambert", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9911, "drivers": [ "N04", "N01", "M04", "N02", "M03" ] }, { "handle": "rascalflatts", "title": "Rascal Flatts", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.991, "drivers": [ "N04", "N01", "M04", "N02", "M03" ] }, { "handle": "saraevansmusic", "title": "Sara Evans", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9905, "drivers": [ "N04", "N01", "M04", "N02", "M03" ] }, { "handle": "cmt", "title": "CMT", "category": "Marketing Channels", "subcategory": "TV Channels", "similarity": 0.9894, "drivers": [ "N04", "N01", "M04", "N02", "M03" ] }, { "handle": "joshturnermusic", "title": "Josh Turner", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.989, "drivers": [ "N04", "N01", "M04", "N02", "M03" ] }, { "handle": "faithhill", "title": "Faith Hill", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9882, "drivers": [ "N04", "N01", "M04", "N02", "M03" ] }, { "handle": "ladya", "title": "Lady A", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9881, "drivers": [ "N04", "N01", "M04", "N02", "M03" ] } ] }
Full Attention graph /similarity /affinity /demographics available with  API key: