Playground →
Automotive maintenance and repair is the dominant thread running through Thorntons' nearest audiences — not other gas stations or convenience stores. CarX Auto Service sits at the top of the top 10 with a similarity of 0.76, and Meineke Car Care Centers (0.67) follows later in the set, both classified as Maintenance and Repair Services. That subcategory is the single most represented kind in the top 10.
The shape is broad: scores descend gradually from 0.76 down to 0.64, with no single neighbor pulling far ahead of the rest. Eyeglass World (0.70, Eyewear), Northern Tool + Equipment (0.70, Home Improvement and Hardware), and Value City Furniture (0.69, Furniture Stores) all cluster near the top, spanning retail categories that have no obvious thematic link to a gas station. AMF (0.67, Entertainment Centers) and PACK-RAT (0.65, Moving and Storage) extend the cross-category spread further. Thorntons' own subcategory — Gas Stations — appears only twice in the top 10: QuikTrip (0.58) and 7-Eleven Fuel (0.58), both near the bottom of the set. Jewel-Osco (0.65, General Grocery Stores) and NFL Films (0.64, Sports Leagues) round out a neighbor set that crosses six distinct subcategories.
The breadth of that mix — auto repair, furniture, hardware, entertainment, storage, and grocery — points to an audience whose shape is defined less by fuel or convenience than by a wide, everyday-errand profile that overlaps with many different service categories.
