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Michelob ULTRA

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Alcohol
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Seven of Michelob ULTRA's ten nearest neighbors by audience shape are country musicians and bands — a tight cluster running from Eli Young Band at 0.94 down to Lady A at 0.91, with Kane Brown, Alan Jackson, Luke Bryan, Billy Currington, and Tim McGraw filling the middle of that range.

Similarity here measures how closely two entities' audiences resemble each other in composition — not thematic overlap. The flat shape of this graph means the top 10 neighbors sit within a narrow band (0.91–0.94), with no single dominant pull. The remaining three neighbors reinforce the same audience territory: Winchester Ammunition (0.91, Outdoors) and Guns.com (0.91, Websites) point toward an outdoors and firearms-adjacent readership, while ACM Awards (0.91, Events and Awards) anchors the country music institutional side. No other Alcohol brand appears in the top 10. The audience this brand shares most closely is defined almost entirely by country music fandom and the adjacent outdoor/firearms interest space — two clusters that travel together here without any meaningful gap between them.

The overall picture is a cohesive, culturally specific audience rather than a broad or fragmented one, despite the flat score distribution.

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": "michelobultra", "title": "Michelob ULTRA", "category": "Brands", "subcategory": "Alcohol", "resolved": "michelobultra", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "eliyoungband", "title": "Eli Young Band", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9362, "drivers": [ "N03", "N04", "N01", "M04", "P01" ] }, { "handle": "kanebrown", "title": "Kane Brown", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9332, "drivers": [ "N03", "N01", "M03", "N04", "M04" ] }, { "handle": "officialjackson", "title": "Alan Jackson", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9259, "drivers": [ "N03", "N04", "N01", "M04", "M03" ] }, { "handle": "lukebryanonline", "title": "Luke Bryan", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9185, "drivers": [ "N03", "N04", "N01", "M03", "M04" ] }, { "handle": "billycurrington", "title": "Billy Currington", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9158, "drivers": [ "N03", "N04", "N01", "M04", "M03" ] }, { "handle": "thetimmcgraw", "title": "Tim McGraw", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9141, "drivers": [ "N03", "N04", "N01", "M04", "M03" ] }, { "handle": "winchester", "title": "Winchester Ammunition", "category": "Brands", "subcategory": "Outdoors", "similarity": 0.914, "drivers": [ "N03", "N04", "M03", "N01", "M04" ] }, { "handle": "guns_com", "title": "Guns.com", "category": "Marketing Channels", "subcategory": "Websites", "similarity": 0.9137, "drivers": [ "N03", "N04", "M04", "N01", "N02" ] }, { "handle": "acmawards", "title": "ACM Awards", "category": "Organizations", "subcategory": "Events and Awards", "similarity": 0.9137, "drivers": [ "N03", "N04", "N01", "M04", "M03" ] }, { "handle": "ladya", "title": "Lady A", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9133, "drivers": [ "N03", "N04", "N01", "M04", "M03" ] } ] }
Full Attention graph /similarity /affinity /demographics available with  API key: