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Loungefly

Brands
Fashion
Playground →Docs

Loungefly's top 10 nearest neighbors span musicians, combat sports figures, actors, and a beauty brand — no single cluster dominates, and no other Fashion brand appears in the set.

The shape is broad: scores run from 0.91 down to 0.83 across ten neighbors with no single standout pulling far ahead of the rest. Linkin Park leads at 0.91, but Sylvester Stallone (0.86), Bellator MMA (0.85), Georges St-Pierre (0.85), and Sigma Beauty (0.85) follow within a tight band. That compression is the structural finding: no neighbor is dramatically closer than the others. By subcategory, the top 10 break into Musicians and Bands (Linkin Park, One Republic), Athletes (Georges St-Pierre), a Sports brand (Bellator MMA), an Actor (Sylvester Stallone), a Beauty brand (Sigma Beauty), a Technology brand (HyperX), a Movie Franchise (Halloween Kills), a Sports League (UFC), and a TV Channel (FOX Sports: UFC). The MMA-adjacent cluster — Bellator MMA, Georges St-Pierre, UFC, and FOX Sports: UFC — is the most coherent sub-group, occupying four of the ten slots, while rock and pop musicians account for two more. The remaining four positions scatter across beauty, tech, horror, and action cinema.

The breadth of this neighbor set — combat sports, rock music, beauty, and genre film all registering above 0.83 — points to an audience whose shape is defined less by any single interest vertical than by a wide cross-category footprint.

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": "loungefly", "title": "Loungefly", "category": "Brands", "subcategory": "Fashion", "resolved": "loungefly", "k": 10, "shape": "broad", "filter": null, "results": [ { "handle": "linkinpark", "title": "Linkin Park", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.9059, "drivers": [ "N03", "P06", "E03", "A01", "N04" ] }, { "handle": "theslystallone", "title": "Sylvester Stallone", "category": "Celebrities and Influencers", "subcategory": "Actors", "similarity": 0.8616, "drivers": [ "N03", "E03", "P06", "F04", "H04" ] }, { "handle": "bellatormma", "title": "Bellator MMA", "category": "Brands", "subcategory": "Sports", "similarity": 0.851, "drivers": [ "N03", "P06", "A01", "E03", "F02" ] }, { "handle": "georgesstpierre", "title": "Georges St-Pierre", "category": "Celebrities and Influencers", "subcategory": "Athletes", "similarity": 0.8505, "drivers": [ "N03", "P02", "A01", "P06", "E03" ] }, { "handle": "sigmabeauty", "title": "Sigma Beauty", "category": "Brands", "subcategory": "Beauty", "similarity": 0.8491, "drivers": [ "N03", "P02", "F04", "O03", "N04" ] }, { "handle": "onerepublic", "title": "One Republic", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.843, "drivers": [ "N03", "P06", "N04", "A01", "J02" ] }, { "handle": "hyperx", "title": "HyperX", "category": "Brands", "subcategory": "Technology", "similarity": 0.8362, "drivers": [ "N03", "E03", "O03", "A01", "A02" ] }, { "handle": "halloweenmovie", "title": "Halloween Kills", "category": "Brands", "subcategory": "Movie Franchises", "similarity": 0.8349, "drivers": [ "N03", "P06", "F04", "O03", "P03" ] }, { "handle": "ufc", "title": "UFC", "category": "Organizations", "subcategory": "Sports Leagues", "similarity": 0.8342, "drivers": [ "N03", "P06", "P02", "E03", "A01" ] }, { "handle": "ufconfox", "title": "FOX Sports: UFC", "category": "Marketing Channels", "subcategory": "TV Channels", "similarity": 0.8309, "drivers": [ "N03", "P06", "A01", "P02", "G01" ] } ] }
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