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Vons

Grocery & Food Retail
General Grocery Stores
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At 0.87, Ralphs is the strongest pull in Vons' top 10 — but the second peak belongs not to another grocery chain, but to BevMo at 0.85, a beverage-specialty retailer whose audience shape tracks nearly as closely as the nearest same-kind neighbor.

The two-peak structure here is the defining feature. Ralphs, the only other General Grocery Store in the top 10, anchors one cluster. BevMo, classified under Alcoholic Beverages, anchors the other — and the gap between them (0.87 vs. 0.85) is narrow enough that both function as genuine poles rather than a dominant neighbor and a distant runner-up. Below those two, the top 10 fans out across a wide range of subcategories: City National Bank (Banks, 0.79), Baja Fresh (QSR, 0.77), two Coffee and Tea entries — Peet's Coffee and Tea at 0.76 and The Coffee Bean & Tea Leaf at 0.75 — See's Candies (Bakeries Desserts and Confectioneries, 0.76), two General Apparel brands — Banana Republic at 0.75 and Nordstrom Rack at 0.75 — and Maserati (Car Makers, 0.75). That lower tier is almost entirely cross-kind: only Ralphs shares Vons' own subcategory, while the remaining nine span financial services, dining, coffee, confectionery, apparel, and automotive. The audience shape Vons shares with BevMo — rather than with a second grocery chain — is the structural surprise the data surfaces.

The overall picture is an audience that bridges a grocery-and-beverage retail core with a notably diverse set of adjacent categories, suggesting the shape is driven by something broader than grocery shopping behavior alone.

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": "vons", "title": "Vons", "category": "Grocery & Food Retail", "subcategory": "General Grocery Stores", "resolved": "vons", "k": 10, "shape": "two-peak", "filter": null, "results": [ { "handle": "ralphs", "title": "Ralphs", "category": "Grocery & Food Retail", "subcategory": "General Grocery Stores", "similarity": 0.8738, "drivers": [ "A02", "C03", "C04", "F04", "L02" ] }, { "handle": "bevmo", "title": "BevMo", "category": "Grocery & Food Retail", "subcategory": "Alcoholic Beverages", "similarity": 0.8518, "drivers": [ "A02", "A01", "B03", "F03", "L02" ] }, { "handle": "city-national-bank", "title": "City National Bank", "category": "Financial", "subcategory": "Banks", "similarity": 0.7891, "drivers": [ "A02", "G01", "F03", "L02", "M01" ] }, { "handle": "baja-fresh", "title": "Baja Fresh", "category": "Restaurants & Eateries", "subcategory": "QSR", "similarity": 0.7725, "drivers": [ "J01", "L02", "M01", "M03", "N01" ] }, { "handle": "peet-s-coffee-tea", "title": "Peet's Coffee and Tea", "category": "Restaurants & Eateries", "subcategory": "Coffee and Tea", "similarity": 0.764, "drivers": [ "A02", "J01", "J04", "F03", "M01" ] }, { "handle": "see-s-candies", "title": "See's Candies", "category": "Restaurants & Eateries", "subcategory": "Bakeries Desserts and Confectioneries", "similarity": 0.7553, "drivers": [ "J01", "A02", "J04", "L02", "M03" ] }, { "handle": "banana-republic", "title": "Banana Republic", "category": "Apparel", "subcategory": "General", "similarity": 0.7535, "drivers": [ "A02", "A01", "J01", "N02", "M01" ] }, { "handle": "maserati", "title": "Maserati", "category": "Automotive", "subcategory": "Car Makers", "similarity": 0.7502, "drivers": [ "A01", "J04", "M01", "N03", "M03" ] }, { "handle": "coffee-bean-and-tea-leaf", "title": "The Coffee Bean & Tea Leaf", "category": "Restaurants & Eateries", "subcategory": "Coffee and Tea", "similarity": 0.7502, "drivers": [ "A02", "G01", "F03", "L02", "M01" ] }, { "handle": "nordstrom-rack", "title": "Nordstrom Rack", "category": "Apparel", "subcategory": "General", "similarity": 0.7489, "drivers": [ "J01", "J04", "M03", "A02", "N01" ] } ] }
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