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Sparkling Ice's top 10 neighbors span food, home care, sweets, and grocery retail — no single subcategory dominates, and the scores compress into a narrow band from 0.87 down to 0.84, the hallmark of a flat audience shape.
Blue Bunny (0.87, Sweets) and Kettle Brand Chips (0.87, Food) sit at the top, separated by less than half a point from the tenth neighbor, Sunkist (0.84, Beverages). Between them sit Secret Deodorant (0.86, Home), Hidden Valley Ranch (0.85, Food), Coffee mate (0.84, Beverages), Dollar Tree (0.84, Grocery and Superstores), Febreze (0.84, Home), and Dollar General (0.84, Grocery and Superstores). Sparkling Ice is itself a Beverage brand; only two other Beverage brands — Coffee mate and Sunkist — appear in the top 10, meaning the majority of the nearest audience shapes belong to entirely different product categories. Home care (Tide at 0.84 also rounds out the set), food, sweets, and value retail each claim a share of the cluster. That cross-category spread — rather than a concentration around fellow beverage brands — is the defining structural feature here.
The flat shape and cross-kind composition together suggest an audience defined less by a specific product interest than by broad mainstream consumer behavior that cuts across grocery, household, and snack categories.
