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Machine Gun Kelly

Celebrities and Influencers
Musicians and Bands
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Machine Gun Kelly's ten nearest neighbors by audience similarity — a metric measuring how closely two entities' audience compositions resemble each other — contain no other musicians. The top 10 is instead led by Buffalo Wild Wings (0.90) and spans Reality TV Stars, video game franchises, a restaurant chain, a TV show, a comedian, and an actor.

The shape is flat: scores run from 0.88 to 0.90 with no single dominant neighbor pulling away from the pack. Four of the ten slots belong to Reality TV Stars — Farrah Abraham (0.89), Chelsea DeBoer (0.89), Kailyn Lowry (0.88), and Leah D. Messer (0.88) — all figures associated with the Teen Mom franchise. The Big Bang Theory (0.89) and Jeff Dunham (0.89) add a mainstream TV and comedy presence, while Madden Ultimate Team (0.89) and Fallout (0.89) bring two video game franchises into the cluster. Rob Dyrdek (0.88), categorized here as an Actor, rounds out the set. The absence of fellow musicians in the top 10 is the defining structural fact: this audience's shape is defined by mainstream American entertainment consumption — reality TV, casual gaming, sports-bar dining — rather than by genre adjacency.

The overall picture is an audience that cuts across entertainment categories in a distinctly mainstream, broad-consumption pattern, with no strong pull toward any single kind.

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": "machinegunkelly", "title": "Machine Gun Kelly", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "resolved": "machinegunkelly", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "bwwings", "title": "Buffalo Wild Wings", "category": "Brands", "subcategory": "Restaurant", "similarity": 0.9048, "drivers": [ "N03", "O01", "F03", "O02", "M03" ] }, { "handle": "bigbangtheory", "title": "The Big Bang Theory", "category": "Marketing Channels", "subcategory": "TV Shows", "similarity": 0.8934, "drivers": [ "N03", "N04", "O01", "O02", "O03" ] }, { "handle": "f1abraham", "title": "Farrah Abraham", "category": "Celebrities and Influencers", "subcategory": "Reality TV Stars", "similarity": 0.8919, "drivers": [ "N03", "N04", "O01", "O03", "O02" ] }, { "handle": "easports_mut", "title": "Madden Ultimate Team", "category": "Brands", "subcategory": "Video Game Franchises", "similarity": 0.89, "drivers": [ "N03", "O01", "F03", "A02", "G01" ] }, { "handle": "fallout", "title": "Fallout", "category": "Brands", "subcategory": "Video Game Franchises", "similarity": 0.8889, "drivers": [ "N03", "O01", "O02", "F03", "A02" ] }, { "handle": "jeffdunham", "title": "Jeff Dunham", "category": "Celebrities and Influencers", "subcategory": "Comedians", "similarity": 0.8885, "drivers": [ "N03", "O01", "N04", "O02", "O03" ] }, { "handle": "chelseahouska", "title": "Chelsea DeBoer", "category": "Celebrities and Influencers", "subcategory": "Reality TV Stars", "similarity": 0.8865, "drivers": [ "N03", "O01", "N04", "M03", "O02" ] }, { "handle": "kaillowry", "title": "Kailyn Lowry", "category": "Celebrities and Influencers", "subcategory": "Reality TV Stars", "similarity": 0.8818, "drivers": [ "N03", "N04", "O01", "O02", "O03" ] }, { "handle": "leahmesser", "title": "Leah D. Messer", "category": "Celebrities and Influencers", "subcategory": "Reality TV Stars", "similarity": 0.8795, "drivers": [ "N03", "N04", "O01", "O02", "O03" ] }, { "handle": "robdyrdek", "title": "Rob Dyrdek", "category": "Celebrities and Influencers", "subcategory": "Actors", "similarity": 0.8776, "drivers": [ "N03", "O01", "F03", "O02", "M03" ] } ] }
Full Attention graph /similarity /affinity /demographics available with  API key: