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Circle K Gas

Convenience & Fuel
Gas Stations
Playground →Docs

The top 10 neighbors for Circle K Gas span six distinct subcategories — no single kind dominates — which is the defining feature of a broad audience shape.

Circle K (0.96) is the only other Gas Stations or Convenience Stores entity in the top 10, and its score sits far above the rest of the set. After that, the neighbors spread across mid-range hotels, QSR, automotive maintenance, and casual dining. Comfort Suites (0.84) and It's Just Wings (0.83) are the second and third closest, followed by Take 5 Oil Change (0.82) — the only automotive maintenance entry in the top 10 — and Golden Corral (0.80). The two mid-range hotel entries (Comfort Suites and Spark by Hilton at 0.74) suggest a road-travel thread running through the audience, consistent with the automotive and fuel context, though the QSR and casual dining neighbors point equally toward everyday errand patterns. Rounding out the top 10 is Jimmy Johnson (0.77), a TV Personality — the only celebrity or influencer subcategory represented in the top 10 — which is the set's clearest cross-kind signal.

The broad shape here reflects an audience that overlaps meaningfully with a wide range of everyday-use brands rather than clustering tightly around any single category, making Circle K Gas a generalist node in the audience graph.

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-gas", "title": "Circle K Gas", "category": "Convenience & Fuel", "subcategory": "Gas Stations", "resolved": "circle-k-gas", "k": 10, "shape": "broad", "filter": null, "results": [ { "handle": "circle-k", "title": "Circle K", "category": "Convenience & Fuel", "subcategory": "Convenience Stores", "similarity": 0.9627, "drivers": [ "I01", "P06", "G03", "A06", "N03" ] }, { "handle": "comfort-suites", "title": "Comfort Suites", "category": "Hospitality & Lodging", "subcategory": "Mid-range Hotels", "similarity": 0.8365, "drivers": [ "I01", "Q01", "E06", "A06", "G03" ] }, { "handle": "it-s-just-wings", "title": "It's Just Wings", "category": "Restaurants & Eateries", "subcategory": "QSR", "similarity": 0.8281, "drivers": [ "I01", "P01", "G03", "A02", "E06" ] }, { "handle": "take-5-oil-change", "title": "Take 5 Oil Change", "category": "Automotive", "subcategory": "Maintenance and Repair Services", "similarity": 0.8176, "drivers": [ "I01", "A06", "Q01", "G03", "P06" ] }, { "handle": "golden-corral", "title": "Golden Corral", "category": "Restaurants & Eateries", "subcategory": "Casual Dining", "similarity": 0.8035, "drivers": [ "P06", "I01", "G03", "G01", "A02" ] }, { "handle": "jimmyjohnson", "title": "Jimmy Johnson", "category": "Celebrities and Influencers", "subcategory": "TV Personalities", "similarity": 0.7742, "drivers": [ "P06", "E04", "N03", "P01", "I01" ] }, { "handle": "chickfila", "title": "Chick-fil-A, Inc.", "category": "Brands", "subcategory": "Restaurant", "similarity": 0.7538, "drivers": [ "I01", "A02", "E06", "Q01", "G01" ] }, { "handle": "redbox", "title": "Redbox", "category": "Brands", "subcategory": "Entertainment", "similarity": 0.7515, "drivers": [ "I01", "A02", "A06", "G01", "G03" ] }, { "handle": "demarcomurray", "title": "DeMarco Murray", "category": "Celebrities and Influencers", "subcategory": "Athletes", "similarity": 0.746, "drivers": [ "P06", "P01", "P02", "I01", "Q01" ] }, { "handle": "spark-by-hilton", "title": "Spark by Hilton", "category": "Hospitality & Lodging", "subcategory": "Mid-range Hotels", "similarity": 0.7416, "drivers": [ "I01", "P01", "E06", "Q01", "P03" ] } ] }
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