The top 10 neighbors for Coffee mate span household cleaning products, food brands, and personal care — with not a single other Beverages brand among them. The shape is flat: scores run from 0.89 down to 0.86 with no single dominant neighbor pulling away from the pack.

Febreze leads at 0.89, followed by Hidden Valley Ranch (0.89) and Crest (0.88) — a home-care product, a condiment, and a toothpaste. Blue Bunny (0.88) and Secret Deodorant (0.88) round out the top five. Tallying the subcategories across all ten: Home brands account for four slots (Febreze, Crest, Secret Deodorant, Downy), Food brands take three (Hidden Valley Ranch, Butterball, Campbell Soup Co), Sweets takes one (Blue Bunny), Grocery and Superstores takes one (Dollar General), and Beverages takes one (Tropicana) — making Coffee mate itself the only Beverages brand in the top 10 alongside Tropicana as the sole fellow subcategory member. The cluster is defined by mass-market household staples, not by the beverage aisle.

This pattern points to an audience whose consumption habits cut broadly across everyday grocery and household categories rather than clustering around any single product type.