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Wawa

Convenience & Fuel
Convenience Stores
Playground →Docs

Automotive service brands occupy the top three positions in Wawa's similarity data — a cross-kind finding that defines the shape of this audience. Maintenance & Repair Services leads at 0.81, followed by Tires Plus at 0.80 and Meineke Car Care Centers at 0.79. These three form a tight automotive cluster — two Maintenance and Repair Services subcategory entries and one Parts and Accessories — that constitutes the first and stronger of the two peaks the shape flag identifies.

The second peak is more diffuse. Philly Pretzel Factory (0.77, Bakeries Desserts and Confectioneries) is the highest-scoring non-automotive neighbor, followed by Value City Furniture (0.75, Furniture Stores), Eyeglass World (0.74, Eyewear), and Northern Tool + Equipment (0.74, Home Improvement and Hardware). These neighbors span four different subcategories across three categories — Restaurants, Retail, and Apparel — with no single subcategory dominating. Rounding out the top 10 are Zach Ertz (0.74, Athletes), Camp Bow Wow (0.73, Pet Care and Services), and Wawa (social) (0.73, Grocery and Superstores). No other Convenience Stores subcategory entry appears in the top 10; the nearest neighbor sharing Wawa's own kind is absent from this set entirely.

The overall picture is an audience that bridges a concentrated automotive-services cluster with a broad, category-diverse second neighborhood — suggesting the audience shape is driven less by what Wawa sells and more by the practical, errand-oriented contexts in which its audience moves.

Nearest neighbors by audience shape

Cosine similarity over Persona Live audience composition.
"Entities whose overall audience profile most closely matches this one — people who follow one tend to follow the other."

Raw data

Attention graph /similar sample results  (free):
{ "handle": "wawa", "title": "Wawa", "category": "Convenience & Fuel", "subcategory": "Convenience Stores", "resolved": "wawa", "k": 10, "shape": "two-peak", "filter": null, "results": [ { "handle": "maintenance-and-repair-services", "title": "Maintenance & Repair Services", "category": "Automotive", "subcategory": "Maintenance and Repair Services", "similarity": 0.8101, "drivers": [ "N01", "M01", "N02", "M03", "M04" ] }, { "handle": "tires-plus", "title": "Tires Plus", "category": "Automotive", "subcategory": "Parts and Accessories", "similarity": 0.7995, "drivers": [ "N03", "M01", "M03", "N01", "P02" ] }, { "handle": "meineke-car-care-centers", "title": "Meineke Car Care Centers", "category": "Automotive", "subcategory": "Maintenance and Repair Services", "similarity": 0.7852, "drivers": [ "M01", "N03", "N01", "N02", "M04" ] }, { "handle": "philly-pretzel-factory", "title": "Philly Pretzel Factory", "category": "Restaurants & Eateries", "subcategory": "Bakeries Desserts and Confectioneries", "similarity": 0.7688, "drivers": [ "N03", "P02", "M01", "N02", "N01" ] }, { "handle": "value-city-furniture", "title": "Value City Furniture", "category": "Retail", "subcategory": "Furniture Stores", "similarity": 0.7542, "drivers": [ "N03", "P02", "M01", "N01", "N02" ] }, { "handle": "eyeglass-world", "title": "Eyeglass World", "category": "Apparel", "subcategory": "Eyewear", "similarity": 0.7429, "drivers": [ "M01", "N03", "M03", "I01", "N02" ] }, { "handle": "northern-tool-equipment", "title": "Northern Tool + Equipment", "category": "Retail", "subcategory": "Home Improvement and Hardware", "similarity": 0.7411, "drivers": [ "N03", "M01", "I01", "M03", "N02" ] }, { "handle": "zertz_86", "title": "Zach Ertz", "category": "Celebrities and Influencers", "subcategory": "Athletes", "similarity": 0.7361, "drivers": [ "N03", "C04", "L01", "P02", "I01" ] }, { "handle": "camp-bow-wow", "title": "Camp Bow Wow", "category": "Services", "subcategory": "Pet Care and Services", "similarity": 0.7306, "drivers": [ "N03", "M01", "M03", "N02", "M04" ] }, { "handle": "wawa_social", "title": "Wawa (social)", "category": "Brands", "subcategory": "Grocery and Superstores", "similarity": 0.7293, "drivers": [ "C04", "N03", "P02", "L01", "N02" ] } ] }
Full Attention graph /similarity /affinity /demographics available with  API key: