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Kwik Shop

Convenience & Fuel
Convenience Stores
Playground →Docs

Kwik Shop's ten nearest audiences span grocery stores, furniture retailers, a pharmacy, a pet supply chain, and two restaurant formats — with only one fellow convenience store, Hy-Vee Fast & Fresh, appearing in the set. That cross-kind spread is the defining feature of a broad shape: no single neighbor dominates, and the audience composition looks less like a convenience-store cluster than a general Midwestern everyday-errand profile.

The top neighbor is Fareway Stores at 0.88, a general grocery store, followed by Sleep Outfitters at 0.86 — a furniture retailer — and Kum & Go at 0.85, a gas station. Four of the ten neighbors belong to the Hy-Vee family: Hy-Vee Pharmacy (0.85), Hy-Vee Gas Station (0.85), Hy-Vee (0.85), and Hy-Vee Fast & Fresh (0.84), suggesting that a meaningful portion of the audience overlap is concentrated around one regional grocery ecosystem. Beyond that cluster, the remaining neighbors — Hot Head Burritos (0.83), Feeders Supply (0.83), and O'Charley's (0.82) — represent fast casual dining, pet supplies, and casual dining respectively, reinforcing the breadth rather than pointing to any single category anchor.

The overall shape points to an audience that moves across multiple routine retail and dining categories, with no single kind of entity owning the overlap.

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": "kwik-shop", "title": "Kwik Shop", "category": "Convenience & Fuel", "subcategory": "Convenience Stores", "resolved": "kwik-shop", "k": 10, "shape": "broad", "filter": null, "results": [ { "handle": "fareway-stores", "title": "Fareway Stores", "category": "Grocery & Food Retail", "subcategory": "General Grocery Stores", "similarity": 0.8772, "drivers": [ "A02", "A03", "A06", "B02", "E01" ] }, { "handle": "sleep-outfitters", "title": "Sleep Outfitters", "category": "Retail", "subcategory": "Furniture Stores", "similarity": 0.8643, "drivers": [ "A02", "A03", "A06", "B01", "B02" ] }, { "handle": "kum-and-go", "title": "Kum & Go", "category": "Convenience & Fuel", "subcategory": "Gas Stations", "similarity": 0.854, "drivers": [ "A02", "A03", "A06", "B01", "B02" ] }, { "handle": "hy-vee-pharmacy", "title": "Hy-Vee Pharmacy", "category": "Retail", "subcategory": "Pharmacies and Drugstores", "similarity": 0.8485, "drivers": [ "A06", "F04", "I01", "J02", "N03" ] }, { "handle": "hy-vee-gas-station", "title": "Hy-Vee Gas Station", "category": "Convenience & Fuel", "subcategory": "Gas Stations", "similarity": 0.8469, "drivers": [ "A06", "F04", "I01", "J02", "N03" ] }, { "handle": "hy-vee", "title": "Hy-Vee", "category": "Grocery & Food Retail", "subcategory": "General Grocery Stores", "similarity": 0.8468, "drivers": [ "A06", "F04", "I01", "J02", "N03" ] }, { "handle": "hy-vee-fast-and-fresh", "title": "Hy-Vee Fast & Fresh", "category": "Convenience & Fuel", "subcategory": "Convenience Stores", "similarity": 0.8378, "drivers": [ "A06", "F04", "I01", "J02", "N03" ] }, { "handle": "hot-head-burritos", "title": "Hot Head Burritos", "category": "Restaurants & Eateries", "subcategory": "Fast Casual Dining", "similarity": 0.8347, "drivers": [ "A02", "A03", "A06", "B01", "B02" ] }, { "handle": "feeders-supply", "title": "Feeders Supply", "category": "Retail", "subcategory": "Pet Supplies and Services", "similarity": 0.829, "drivers": [ "A02", "A03", "A04", "A06", "B01" ] }, { "handle": "o-charley-s", "title": "O'Charley's", "category": "Restaurants & Eateries", "subcategory": "Casual Dining", "similarity": 0.8237, "drivers": [ "A02", "A06", "E01", "E03", "E04" ] } ] }
Full Attention graph /similarity /affinity /demographics available with  API key: