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Circle K

Convenience & Fuel
Convenience Stores
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The top 10 nearest neighbors for Circle K span six distinct subcategories — no single kind dominates, and no other Convenience Store appears among them.

The shape is broad: scores run from 0.96 down to 0.74 across the top 10, with many neighbors sitting well above baseline rather than clustering tightly around one anchor. Circle K Gas is the clear leader at 0.96, the only Gas Station in the top 10 and the one neighbor that shares Circle K's own Convenience & Fuel category. Below it, the set fans out quickly across unrelated subcategories. Comfort Suites (0.83, Mid-range Hotels) and Take 5 Oil Change (0.77, Automotive Maintenance and Repair) are the next two closest, followed by Redbox (0.77, Entertainment) and Bill Pulte (0.77, Professionals). Golden Corral (0.76, Casual Dining) and It's Just Wings (0.76, QSR) bring two restaurant subcategories into the mix, while Rack Room Shoes (0.75, Footwear), Walmart (0.74, Big Box Retailers), and SIG SAUER (0.74, Outdoors) round out a set that touches hospitality, automotive, entertainment, dining, retail, and firearms in ten entries.

The cross-kind breadth here is the defining structural feature: Circle K's audience shape overlaps with mid-range travel, drive-through services, value retail, and casual dining at nearly the same level, suggesting an audience that moves across a wide range of everyday, convenience-oriented touchpoints rather than clustering tightly around any one sector.

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": "circle-k", "title": "Circle K", "category": "Convenience & Fuel", "subcategory": "Convenience Stores", "resolved": "circle-k", "k": 10, "shape": "broad", "filter": null, "results": [ { "handle": "circle-k-gas", "title": "Circle K Gas", "category": "Convenience & Fuel", "subcategory": "Gas Stations", "similarity": 0.9627, "drivers": [ "I01", "P06", "G03", "A06", "N03" ] }, { "handle": "comfort-suites", "title": "Comfort Suites", "category": "Hospitality & Lodging", "subcategory": "Mid-range Hotels", "similarity": 0.8284, "drivers": [ "I01", "Q01", "A06", "E06", "A02" ] }, { "handle": "take-5-oil-change", "title": "Take 5 Oil Change", "category": "Automotive", "subcategory": "Maintenance and Repair Services", "similarity": 0.7734, "drivers": [ "I01", "A06", "Q01", "G02", "G03" ] }, { "handle": "redbox", "title": "Redbox", "category": "Brands", "subcategory": "Entertainment", "similarity": 0.7696, "drivers": [ "I01", "A06", "A02", "G03", "G01" ] }, { "handle": "pulte", "title": "Bill Pulte", "category": "Celebrities and Influencers", "subcategory": "Professionals", "similarity": 0.7658, "drivers": [ "N03", "I01", "A02", "G01", "G03" ] }, { "handle": "golden-corral", "title": "Golden Corral", "category": "Restaurants & Eateries", "subcategory": "Casual Dining", "similarity": 0.7643, "drivers": [ "I01", "G03", "P06", "A06", "G01" ] }, { "handle": "it-s-just-wings", "title": "It's Just Wings", "category": "Restaurants & Eateries", "subcategory": "QSR", "similarity": 0.763, "drivers": [ "I01", "G03", "A02", "Q01", "E06" ] }, { "handle": "rack-room-shoes", "title": "Rack Room Shoes", "category": "Apparel", "subcategory": "Footwear", "similarity": 0.7475, "drivers": [ "N03", "I01", "Q01", "E06", "G03" ] }, { "handle": "walmart", "title": "Walmart", "category": "Big Box", "subcategory": "Big Box Retailers", "similarity": 0.7425, "drivers": [ "I01", "N03", "G03", "A02", "G01" ] }, { "handle": "sigsauerinc", "title": "SIG SAUER", "category": "Brands", "subcategory": "Outdoors", "similarity": 0.7403, "drivers": [ "N03", "I01", "Q01", "G03", "A06" ] } ] }
Full Attention graph /similarity /affinity /demographics available with  API key: