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Curaleaf

Retail
Smoking
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Curaleaf's top 10 nearest neighbors span six different categories — convenience and fuel, automotive services, casual dining, hospitality, destinations, and a single fellow smoking retailer — with no single cluster dominating the set.

The shape is broad. Trulieve (0.76) is the only other Smoking subcategory entity in the top 10, and it sits at the top of the list, but the gap between it and the next neighbor is notable: Take 5 Oil Change (0.72), an automotive maintenance service, is the second-closest match, followed by Rebel Convenience Store (0.69) and Circle K Gas (0.67). Convenience and fuel brands — Rebel, Circle K Gas, and Circle K — account for three of the top seven positions. Automotive services add Storage King USA (0.66) and Car Wash & Detailing (0.66) to the mix. Further down, Busch Gardens Tampa Bay (0.65), Hooters (0.65), and Comfort Suites (0.65) round out the ten, representing destinations, casual dining, and mid-range lodging respectively. The subcategory distribution — convenience stores, gas stations, automotive maintenance, moving and storage, car wash, destinations, casual dining, and hotels — points to an audience whose shape is defined less by any single retail vertical than by a broad, everyday-errand and leisure profile.

The breadth of this neighbor set suggests Curaleaf's audience overlaps with a wide range of routine-service and accessible-leisure brands rather than clustering tightly around any one kind.

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": "curaleaf", "title": "Curaleaf", "category": "Retail", "subcategory": "Smoking", "resolved": "curaleaf", "k": 10, "shape": "broad", "filter": null, "results": [ { "handle": "trulieve", "title": "Trulieve", "category": "Retail", "subcategory": "Smoking", "similarity": 0.7639, "drivers": [ "K02", "A06", "E06", "A03", "G03" ] }, { "handle": "take-5-oil-change", "title": "Take 5 Oil Change", "category": "Automotive", "subcategory": "Maintenance and Repair Services", "similarity": 0.7151, "drivers": [ "I01", "A06", "E06", "G03", "Q01" ] }, { "handle": "rebel-convenience-store", "title": "Rebel Convenience Store", "category": "Convenience & Fuel", "subcategory": "Convenience Stores", "similarity": 0.6861, "drivers": [ "A06", "E06", "I05", "I01", "K02" ] }, { "handle": "circle-k-gas", "title": "Circle K Gas", "category": "Convenience & Fuel", "subcategory": "Gas Stations", "similarity": 0.6728, "drivers": [ "I01", "A06", "E06", "G03", "Q01" ] }, { "handle": "storage-king-usa", "title": "Storage King USA", "category": "Services", "subcategory": "Moving and Storage", "similarity": 0.6648, "drivers": [ "E06", "I01", "A06", "G03", "K04" ] }, { "handle": "car-wash-and-detailing", "title": "Car Wash & Detailing", "category": "Services", "subcategory": "Car Wash and Detailing", "similarity": 0.6607, "drivers": [ "I01", "A06", "E06", "G03", "Q01" ] }, { "handle": "circle-k", "title": "Circle K", "category": "Convenience & Fuel", "subcategory": "Convenience Stores", "similarity": 0.6577, "drivers": [ "I01", "A06", "E06", "G03", "Q01" ] }, { "handle": "buschgardens", "title": "Busch Gardens Tampa Bay", "category": "Brands", "subcategory": "Destinations", "similarity": 0.6541, "drivers": [ "K02", "I05", "A06", "E06", "I01" ] }, { "handle": "hooters", "title": "Hooters", "category": "Restaurants & Eateries", "subcategory": "Casual Dining", "similarity": 0.6517, "drivers": [ "I01", "E06", "A06", "N02", "Q01" ] }, { "handle": "comfort-suites", "title": "Comfort Suites", "category": "Hospitality & Lodging", "subcategory": "Mid-range Hotels", "similarity": 0.6486, "drivers": [ "I01", "A06", "E06", "Q01", "G03" ] } ] }
Full Attention graph /similarity /affinity /demographics available with  API key: