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Tops Friendly Markets

Grocery & Food Retail
General Grocery Stores
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At 0.90, Fine Wine and Good Spirits sits well above every other neighbor in Tops Friendly Markets' top 10 — a gap that defines the spike shape here. The next closest, SHOP 'n SAVE Supermarkets, comes in at 0.78, nearly 12 points lower, and the remaining eight neighbors fall within a tighter band from 0.76 down to 0.72.

The top 10 split across three recognizable clusters. The first is grocery and pharmacy: SHOP 'n SAVE (0.78), Rite Aid Pharmacy (0.76), and Rite Aid (0.76) represent the everyday-errand audience that overlaps naturally with a regional supermarket. The second cluster is quick-service food: Arby's at 0.74. The third — and most structurally notable — is sports: the Pittsburgh Steelers appear at 0.74, followed by Ruler Foods (0.73), Microtel Inn and Suites (0.72), Price Chopper (0.72), and James Harrison (0.72) and Troy Polamalu (0.72) — both Pittsburgh Steelers athletes — rounding out the set. Three of the top 10 neighbors are fellow General Grocery Stores (SHOP 'n SAVE, Ruler Foods, Price Chopper), but the presence of a regional NFL franchise and its players at this similarity level signals that Pittsburgh-area sports fandom is a meaningful structural feature of this audience's shape.

The overall picture is a regionally anchored audience — one whose composition is defined as much by local sports loyalty as by grocery and pharmacy habits.

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": "tops-friendly-markets", "title": "Tops Friendly Markets", "category": "Grocery & Food Retail", "subcategory": "General Grocery Stores", "resolved": "tops-friendly-markets", "k": 10, "shape": "spike", "filter": null, "results": [ { "handle": "fine-wine-good-spirits", "title": "Fine Wine and Good Spirits", "category": "Grocery & Food Retail", "subcategory": "Alcoholic Beverages", "similarity": 0.8966, "drivers": [ "M01", "Q02", "K01", "M03", "N01" ] }, { "handle": "shop-n-save-supermarkets", "title": "SHOP 'n SAVE Supermarkets", "category": "Grocery & Food Retail", "subcategory": "General Grocery Stores", "similarity": 0.7784, "drivers": [ "N01", "N04", "K01", "Q05", "K04" ] }, { "handle": "rite-aid-pharmacy", "title": "Rite Aid Pharmacy", "category": "Retail", "subcategory": "Pharmacies and Drugstores", "similarity": 0.7646, "drivers": [ "Q02", "Q05", "N04", "N01", "K04" ] }, { "handle": "rite-aid", "title": "Rite Aid", "category": "Retail", "subcategory": "Pharmacies and Drugstores", "similarity": 0.7594, "drivers": [ "Q05", "Q02", "N04", "N01", "M03" ] }, { "handle": "arby-s", "title": "Arby's", "category": "Restaurants & Eateries", "subcategory": "QSR", "similarity": 0.7419, "drivers": [ "M03", "N04", "O01", "L02", "O02" ] }, { "handle": "steelers", "title": "Pittsburgh Steelers", "category": "Organizations", "subcategory": "Sports Teams", "similarity": 0.7377, "drivers": [ "O01", "M03", "D03", "K04", "Q05" ] }, { "handle": "ruler-foods", "title": "Ruler Foods", "category": "Grocery & Food Retail", "subcategory": "General Grocery Stores", "similarity": 0.7255, "drivers": [ "Q05", "M03", "M01", "K01", "K04" ] }, { "handle": "microtel-inn-suites", "title": "Microtel Inn and Suites", "category": "Hospitality & Lodging", "subcategory": "Budget", "similarity": 0.7204, "drivers": [ "M01", "O01", "Q02", "K01", "L02" ] }, { "handle": "price-chopper", "title": "Price Chopper", "category": "Grocery & Food Retail", "subcategory": "General Grocery Stores", "similarity": 0.7196, "drivers": [ "M01", "M03", "K01", "M04", "O01" ] }, { "handle": "jharrison9292", "title": "James Harrison", "category": "Celebrities and Influencers", "subcategory": "Athletes", "similarity": 0.719, "drivers": [ "O01", "D03", "M03", "Q02", "O02" ] } ] }
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