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Kwik Trip

Brands
Convenience
Playground →Docs

Four of the top 10 neighbors are athletes — Jordy Nelson at 0.97, Clay Matthews III at 0.94, Davante Adams at 0.92, and Aaron Rodgers at 0.90 — making Kwik Trip's nearest audience shape look more like a Green Bay Packers fan club than a convenience retail peer set.

The shape is broad: all 10 neighbors score above 0.89, with no single dominant pull and no sharp drop-off. The Milwaukee Brewers (0.94) and Green Bay Packers (0.93) round out a sports-team cluster that, combined with the four athletes, accounts for six of the ten positions. The remaining four are a regional grocery chain — Hy-Vee at 0.93 — a mid-range hotel brand, AmericInn at 0.91, a regional humor account, Midwest vs. Everybody at 0.90, and a food brand, Culver's Restaurants at 0.90. Notably, no other convenience brand appears in the top 10; the two direct category peers, Kum & Go and Casey's, sit just outside at positions 12 and 13 in the broader data. The cross-kind pattern here is the finding: Kwik Trip's audience shape is defined primarily by Midwestern sports fandom and regional identity, not by convenience retail overlap.

The tight band of high scores across such a varied mix of subcategories — athletes, sports teams, a grocer, a hotel chain, a meme account — signals an audience with a strong, coherent regional profile that cuts across category lines.

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": "kwiktrip", "title": "Kwik Trip", "category": "Brands", "subcategory": "Convenience", "resolved": "kwiktrip", "k": 10, "shape": "broad", "filter": null, "results": [ { "handle": "jordyrnelson", "title": "Jordy Nelson", "category": "Celebrities and Influencers", "subcategory": "Athletes", "similarity": 0.9713, "drivers": [ "L02", "F03", "M01", "F01", "O01" ] }, { "handle": "brewers", "title": "Milwaukee Brewers", "category": "Organizations", "subcategory": "Sports Teams", "similarity": 0.9447, "drivers": [ "L02", "F03", "F01", "M01", "B03" ] }, { "handle": "claymatthews52", "title": "Clay Matthews III", "category": "Celebrities and Influencers", "subcategory": "Athletes", "similarity": 0.9387, "drivers": [ "L02", "F03", "M01", "F01", "O01" ] }, { "handle": "hyvee", "title": "Hy-Vee", "category": "Brands", "subcategory": "Grocery and Superstores", "similarity": 0.934, "drivers": [ "L02", "M01", "F03", "F01", "O01" ] }, { "handle": "packers", "title": "Green Bay Packers", "category": "Organizations", "subcategory": "Sports Teams", "similarity": 0.9314, "drivers": [ "L02", "F03", "M01", "F01", "O01" ] }, { "handle": "tae15adams", "title": "Davante Adams", "category": "Celebrities and Influencers", "subcategory": "Athletes", "similarity": 0.9218, "drivers": [ "L02", "F03", "M01", "F01", "O01" ] }, { "handle": "americinn", "title": "AmericInn", "category": "Hospitality & Lodging", "subcategory": "Mid-range Hotels", "similarity": 0.9064, "drivers": [ "L02", "M01", "F03", "O01", "F01" ] }, { "handle": "midwestern_ope", "title": "Midwest vs. Everybody", "category": "Miscellaneous", "subcategory": "Humor Memes and Satire", "similarity": 0.904, "drivers": [ "L02", "M01", "F03", "B03", "F01" ] }, { "handle": "aaronrodgers12", "title": "Aaron Rodgers", "category": "Celebrities and Influencers", "subcategory": "Athletes", "similarity": 0.8991, "drivers": [ "L02", "F03", "M01", "F01", "B03" ] }, { "handle": "culvers", "title": "Culver's Restaurants", "category": "Brands", "subcategory": "Food", "similarity": 0.8975, "drivers": [ "L02", "F03", "M01", "F01", "O01" ] } ] }
Full Attention graph /similarity /affinity /demographics available with  API key: