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Gap (social)

Brands
Fashion
Playground →Docs

The top 10 neighbors for Gap (social) span six different subcategories — no single kind dominates, and only two of the ten are fellow Fashion brands.

The shape is broad: scores run from Banana Republic at 0.89 down to Chanel (social) and H&M at 0.81, with no sharp drop-off between them. Banana Republic is the strongest pull, but the gap between it and the next neighbor is modest, and the rest of the top 10 spreads across subcategories that have little to do with apparel. Save the Children US (0.85, Non-Profit) sits at position two — ahead of every other fashion brand in the set. Ali Spagnola (0.84, Lifestyle) and Amar'e Stoudemire (0.83, Athletes) follow, then Mixcloud (0.83, Entertainment Platforms). Brian Hazard (0.82, Musicians and Bands), Chris Rock (0.82, Comedians), and Entertainment Weekly (0.82, Magazines) round out the middle tier, with Republic Records (0.82, Music) and Chanel (social) (0.81, Fashion) closing the ten. Fashion accounts for just two of the ten neighbors; the rest are drawn from Non-Profit, Lifestyle, Athletes, Entertainment Platforms, Musicians and Bands, Comedians, Magazines, and Music.

That cross-kind spread — with a non-profit and a comedian sitting closer in audience shape than most other fashion brands — points to an audience defined less by category loyalty than by a broad cultural and entertainment 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": "gap_social", "title": "Gap (social)", "category": "Brands", "subcategory": "Fashion", "resolved": "gap_social", "k": 10, "shape": "broad", "filter": null, "results": [ { "handle": "bananarepublic", "title": "Banana Republic", "category": "Brands", "subcategory": "Fashion", "similarity": 0.8878, "drivers": [ "N03", "G01", "Q01", "I01", "E02" ] }, { "handle": "savethechildren", "title": "Save the Children US", "category": "Organizations", "subcategory": "Non-Profit", "similarity": 0.8538, "drivers": [ "N03", "E02", "Q01", "G01", "G03" ] }, { "handle": "alispagnola", "title": "Ali Spagnola", "category": "Celebrities and Influencers", "subcategory": "Lifestyle", "similarity": 0.8385, "drivers": [ "N03", "E02", "Q04", "I01", "Q01" ] }, { "handle": "amareisreal", "title": "Amar'e Stoudemire", "category": "Celebrities and Influencers", "subcategory": "Athletes", "similarity": 0.8343, "drivers": [ "N03", "E02", "Q02", "Q04", "Q01" ] }, { "handle": "mixcloud", "title": "Mixcloud", "category": "Brands", "subcategory": "Entertainment Platforms", "similarity": 0.8314, "drivers": [ "N03", "Q01", "I01", "Q04", "E06" ] }, { "handle": "colortheory", "title": "Brian Hazard", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.8222, "drivers": [ "N03", "E02", "Q02", "Q04", "I01" ] }, { "handle": "chrisrock", "title": "Chris Rock", "category": "Celebrities and Influencers", "subcategory": "Comedians", "similarity": 0.8195, "drivers": [ "N03", "E02", "Q02", "Q04", "I01" ] }, { "handle": "ew", "title": "Entertainment Weekly", "category": "Marketing Channels", "subcategory": "Magazines", "similarity": 0.8191, "drivers": [ "N03", "I01", "G01", "G03", "Q01" ] }, { "handle": "republicrecords", "title": "Republic Records", "category": "Brands", "subcategory": "Music", "similarity": 0.8179, "drivers": [ "N03", "Q02", "Q08", "Q01", "E02" ] }, { "handle": "chanel_social", "title": "Chanel (social)", "category": "Brands", "subcategory": "Fashion", "similarity": 0.8142, "drivers": [ "N03", "Q01", "I01", "E02", "Q02" ] } ] }
Full Attention graph /similarity /affinity /demographics available with  API key: