Friendly's nearest audiences span an unusually wide range of categories — automotive services, craft retail, hockey properties, and regional grocery — with no single neighbor pulling far ahead of the rest. That breadth is the defining structural fact here: similarity scores run from Jo-Ann Fabric and Craft Stores at 0.82 down to Red Robin Gourmet Burgers at 0.75, a compressed band across ten very different kinds of entities.
The top 10 neighbors include only two other restaurants: Pita Pit (0.76, QSR) and Red Robin (0.75, QSR). Friendly's own subcategory — Casual Dining — appears in none of the top 10. Instead, the set is dominated by cross-kind neighbors: Valvoline (0.79, automotive maintenance), Tire Discounters (0.77, automotive parts), Minor League Baseball (0.76, sports leagues), Kohl's (0.76, department stores), and Pet Supplies Plus (0.76, pet supplies). A hockey cluster is also visible: EA Sports NHL (0.77) and NHL (0.75) both appear, pointing to a hockey-adjacent segment within the broader audience shape. Jo-Ann Fabric and Craft Stores, the top neighbor at 0.82, is a hobbies-and-crafts retailer — the furthest thematically from a casual dining chain of any neighbor in the set.
The overall picture is a mass-market, regionally grounded audience that overlaps with everyday-errand brands across automotive, retail, and sports entertainment rather than clustering tightly around other sit-down restaurants.