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ShopRite

Grocery & Food Retail
General Grocery Stores
Playground →Docs

The top 10 neighbors for ShopRite span seven distinct subcategories — no single category dominates, and the spread runs from pharmacies to gas stations to casual dining to women's apparel.

The shape is broad: ShopRite Pharmacy leads at 0.84, the only neighbor above 0.78, but the remaining nine are distributed across a 0.64–0.78 band with no secondary spike. LUKOIL (0.78) and QuickChek (0.76) are both gas stations, making Convenience & Fuel the most represented category in the top 10 with three entries — the third being BJ's Wholesale Club Gas at 0.68. Fellow General Grocery Stores appear twice: Lidl at 0.75 and Stop & Shop at 0.75. The remaining neighbors are each from a different subcategory: Bubbakoo's Burritos (Casual Dining, 0.74), Mandee (Women's Apparel, 0.68), Santander Bank (Banks, 0.68), and Rooms To Go (Furniture Stores, 0.68).

The cross-kind composition here is the defining feature: only two of the top 10 neighbors share ShopRite's own subcategory of General Grocery Stores. The rest are drawn from fuel retail, pharmacy, dining, apparel, banking, and furniture — a wide sweep of everyday errand categories rather than a tight grocery cluster.

This pattern points to an audience defined less by grocery loyalty than by a broad, routine-errand footprint that touches many categories of physical retail.

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": "shoprite", "title": "ShopRite", "category": "Grocery & Food Retail", "subcategory": "General Grocery Stores", "resolved": "shoprite", "k": 10, "shape": "broad", "filter": null, "results": [ { "handle": "shoprite-pharmacy", "title": "ShopRite Pharmacy", "category": "Retail", "subcategory": "Pharmacies and Drugstores", "similarity": 0.8364, "drivers": [ "J05", "N01", "N02", "N03", "N04" ] }, { "handle": "lukoil", "title": "LUKOIL", "category": "Convenience & Fuel", "subcategory": "Gas Stations", "similarity": 0.7774, "drivers": [ "N01", "N02", "N03", "N04", "O04" ] }, { "handle": "quickchek", "title": "QuickChek", "category": "Convenience & Fuel", "subcategory": "Gas Stations", "similarity": 0.7581, "drivers": [ "N01", "N02", "N03", "N04", "O04" ] }, { "handle": "lidl", "title": "Lidl", "category": "Grocery & Food Retail", "subcategory": "General Grocery Stores", "similarity": 0.7464, "drivers": [ "N03", "P02", "P06", "N01", "M03" ] }, { "handle": "stop-and-shop", "title": "Stop & Shop", "category": "Grocery & Food Retail", "subcategory": "General Grocery Stores", "similarity": 0.7451, "drivers": [ "N01", "N02", "N03", "N04", "O04" ] }, { "handle": "bubbakoo-s-burritos", "title": "Bubbakoo's Burritos", "category": "Restaurants & Eateries", "subcategory": "Casual Dining", "similarity": 0.7367, "drivers": [ "N01", "N02", "N03", "P02", "P04" ] }, { "handle": "mandee", "title": "Mandee", "category": "Apparel", "subcategory": "Womens Apparel", "similarity": 0.6785, "drivers": [ "N01", "N02", "N03", "N04", "P01" ] }, { "handle": "bj-s-wholesale-club-gas", "title": "BJ's Wholesale Club Gas", "category": "Convenience & Fuel", "subcategory": "Gas Stations", "similarity": 0.6785, "drivers": [ "N03", "N02", "P02", "N01", "N04" ] }, { "handle": "santander-bank", "title": "Santander Bank", "category": "Financial", "subcategory": "Banks", "similarity": 0.6783, "drivers": [ "N01", "N02", "N03", "N04", "O04" ] }, { "handle": "rooms-to-go", "title": "Rooms To Go", "category": "Retail", "subcategory": "Furniture Stores", "similarity": 0.6774, "drivers": [ "N03", "N01", "N02", "N04", "L02" ] } ] }
Full Attention graph /similarity /affinity /demographics available with  API key: