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goPuff

Brands
Convenience
Playground →Docs

WHYY at 0.75 and Newsy at 0.72 form two distinct poles in goPuff's top 10 — a public broadcasting TV channel and a news publisher — with no other convenience brand appearing anywhere in the set.

The shape here is two-peak: a media cluster anchors the top two positions, then the remaining eight neighbors spread across a different but coherent neighborhood of civic and political figures. Marc Stein (0.69, Journalist), Michelle Obama (0.68, Politician), and Bernice King (0.68, Activist) lead that second tier, followed by Nina Turner (0.68, Politician) and Barack Obama (0.67, Politician). Tallying the subcategories across all 10: Politicians account for three slots, Journalists for two, with an Activist, an Actor (Donald Glover, 0.67), a Musician (Killer Mike, 0.67), and an Athlete (Usain Bolt, 0.67) filling the rest. Not one neighbor shares goPuff's own subcategory of Convenience — the top 10 is entirely cross-kind. The two peaks are structurally distinct: news and public media on one side, politically and civically engaged individual figures on the other, with the audience bridging both.

This pattern suggests goPuff's audience is defined less by retail behavior and more by a consistent orientation toward news consumption and civic engagement.

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": "gopuff", "title": "goPuff", "category": "Brands", "subcategory": "Convenience", "resolved": "gopuff", "k": 10, "shape": "two-peak", "filter": null, "results": [ { "handle": "whyy", "title": "WHYY", "category": "Marketing Channels", "subcategory": "TV Channels", "similarity": 0.745, "drivers": [ "Q02", "G01", "Q04", "P05", "E02" ] }, { "handle": "newsy", "title": "Newsy", "category": "Marketing Channels", "subcategory": "News Publishers", "similarity": 0.7187, "drivers": [ "H04", "G01", "N03", "H02", "H03" ] }, { "handle": "thesteinline", "title": "Marc Stein", "category": "Celebrities and Influencers", "subcategory": "Journalists", "similarity": 0.6918, "drivers": [ "Q02", "G01", "H02", "N01", "N03" ] }, { "handle": "michelleobama", "title": "Michelle Obama", "category": "Celebrities and Influencers", "subcategory": "Politicians", "similarity": 0.6836, "drivers": [ "G01", "Q04", "Q02", "E02", "H02" ] }, { "handle": "berniceking", "title": "Bernice King", "category": "Celebrities and Influencers", "subcategory": "Activists", "similarity": 0.6826, "drivers": [ "E02", "Q04", "G01", "Q02", "H02" ] }, { "handle": "ninaturner", "title": "Nina Turner", "category": "Celebrities and Influencers", "subcategory": "Politicians", "similarity": 0.678, "drivers": [ "Q02", "Q04", "E02", "G01", "H04" ] }, { "handle": "barackobama", "title": "Barack Obama", "category": "Celebrities and Influencers", "subcategory": "Politicians", "similarity": 0.6731, "drivers": [ "G01", "Q02", "Q04", "N01", "H02" ] }, { "handle": "donaldglover", "title": "Donald Glover", "category": "Celebrities and Influencers", "subcategory": "Actors", "similarity": 0.672, "drivers": [ "H04", "G01", "H02", "G03", "N01" ] }, { "handle": "killermike", "title": "Killer Mike", "category": "Celebrities and Influencers", "subcategory": "Musicians and Bands", "similarity": 0.6692, "drivers": [ "Q04", "Q02", "G01", "E02", "H02" ] }, { "handle": "usainbolt", "title": "Usain Bolt", "category": "Celebrities and Influencers", "subcategory": "Athletes", "similarity": 0.6652, "drivers": [ "E02", "Q02", "Q04", "N03", "N01" ] } ] }
Full Attention graph /similarity /affinity /demographics available with  API key: