Curaleaf

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.