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Ralphs

Grocery & Food Retail
General Grocery Stores
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At 0.93, City National Bank sits at the top of Ralphs' neighbor set — a bank, not a grocery store — and it shares that peak with The Coffee Bean & Tea Leaf at 0.93, a coffee chain. These two form the two-peak structure the shape flag identifies: a financial services cluster and a food-and-beverage cluster pulling roughly equally on Ralphs' audience composition.

The top 10 breaks down as follows by subcategory: two Banks (City National Bank at 0.93, Citibank at 0.87), two Coffee and Tea chains (The Coffee Bean & Tea Leaf at 0.93, Peet's Coffee and Tea at 0.89), one Alcoholic Beverages retailer (BevMo at 0.93), one General Grocery Store (Vons at 0.87), one Bakeries Desserts and Confectioneries entry (See's Candies at 0.87), one Casual Dining restaurant (California Pizza Kitchen at 0.86), one Fitness Centers and Gyms entry (24 Hour Fitness at 0.85), and one Apparel General entry (Hugo Boss at 0.84). Only one neighbor — Vons — shares Ralphs' own subcategory of General Grocery Stores, making this a predominantly cross-kind cluster. The dominant pattern is an audience that also maps onto banking, specialty coffee, and casual food retail rather than grocery competitors.

The two-peak structure — banking on one side, coffee and food-adjacent retail on the other — suggests Ralphs' audience is defined less by grocery shopping behavior alone and more by a broader lifestyle footprint that spans financial services and daily food-and-beverage routines.

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": "ralphs", "title": "Ralphs", "category": "Grocery & Food Retail", "subcategory": "General Grocery Stores", "resolved": "ralphs", "k": 10, "shape": "two-peak", "filter": null, "results": [ { "handle": "city-national-bank", "title": "City National Bank", "category": "Financial", "subcategory": "Banks", "similarity": 0.932, "drivers": [ "G03", "G01", "K01", "L02", "M01" ] }, { "handle": "coffee-bean-and-tea-leaf", "title": "The Coffee Bean & Tea Leaf", "category": "Restaurants & Eateries", "subcategory": "Coffee and Tea", "similarity": 0.9283, "drivers": [ "G03", "G01", "I01", "L02", "L04" ] }, { "handle": "bevmo", "title": "BevMo", "category": "Grocery & Food Retail", "subcategory": "Alcoholic Beverages", "similarity": 0.9258, "drivers": [ "J02", "L02", "M03", "M04", "N01" ] }, { "handle": "peet-s-coffee-tea", "title": "Peet's Coffee and Tea", "category": "Restaurants & Eateries", "subcategory": "Coffee and Tea", "similarity": 0.8871, "drivers": [ "G03", "G01", "J04", "A03", "A02" ] }, { "handle": "vons", "title": "Vons", "category": "Grocery & Food Retail", "subcategory": "General Grocery Stores", "similarity": 0.8738, "drivers": [ "A02", "C03", "C04", "F04", "L02" ] }, { "handle": "citibank", "title": "Citibank", "category": "Financial", "subcategory": "Banks", "similarity": 0.8716, "drivers": [ "I01", "M03", "N01", "N03", "O01" ] }, { "handle": "see-s-candies", "title": "See's Candies", "category": "Restaurants & Eateries", "subcategory": "Bakeries Desserts and Confectioneries", "similarity": 0.8689, "drivers": [ "J04", "G03", "G01", "L02", "M03" ] }, { "handle": "california-pizza-kitchen", "title": "California Pizza Kitchen", "category": "Restaurants & Eateries", "subcategory": "Casual Dining", "similarity": 0.857, "drivers": [ "G03", "J02", "G01", "I01", "K01" ] }, { "handle": "24-hour-fitness", "title": "24 Hour Fitness", "category": "Fitness & Wellness", "subcategory": "Fitness Centers and Gyms", "similarity": 0.8451, "drivers": [ "M01", "M03", "N03", "O04", "K01" ] }, { "handle": "hugo-boss", "title": "Hugo Boss", "category": "Apparel", "subcategory": "General", "similarity": 0.8436, "drivers": [ "G03", "J02", "G01", "I01", "M03" ] } ] }
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