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The Coffee Bean & Tea Leaf

Restaurants & Eateries
Coffee and Tea
Playground →Docs

Ralphs (0.93) and City National Bank (0.93) sit at nearly identical distances from The Coffee Bean & Tea Leaf — a grocery chain and a bank forming the two peaks of a two-peak shape, with no other Coffee and Tea brand appearing until position five.

The top 10 neighbors span five distinct subcategories: General Grocery Stores (Ralphs, 0.93), Banks (City National Bank, 0.93; Citibank, 0.89), Bakeries Desserts and Confectioneries (See's Candies, 0.92), QSR (Yogurtland, 0.91), and finally a fellow Coffee and Tea brand — Peet's Coffee and Tea at 0.90. That Peet's lands fifth, behind a grocer, a bank, a candy shop, and a frozen yogurt chain, signals that the audience shape here is not primarily defined by the coffee category itself. The two dominant poles — everyday grocery retail and consumer banking — suggest an audience whose composition is shaped by routine, place-based commerce rather than specialty beverage preference. California Pizza Kitchen (0.89) and Citibank (0.89) extend both poles further, reinforcing the grocery-and-banking duality that structures the top of the list.

The two-peak structure — one peak in food retail, one in financial services — points to an audience defined less by what they drink and more by where and how they live their daily commercial lives.

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": "coffee-bean-and-tea-leaf", "title": "The Coffee Bean & Tea Leaf", "category": "Restaurants & Eateries", "subcategory": "Coffee and Tea", "resolved": "coffee-bean-and-tea-leaf", "k": 10, "shape": "two-peak", "filter": null, "results": [ { "handle": "ralphs", "title": "Ralphs", "category": "Grocery & Food Retail", "subcategory": "General Grocery Stores", "similarity": 0.9283, "drivers": [ "G03", "G01", "I01", "L02", "L04" ] }, { "handle": "city-national-bank", "title": "City National Bank", "category": "Financial", "subcategory": "Banks", "similarity": 0.9258, "drivers": [ "G03", "G01", "I01", "A02", "F03" ] }, { "handle": "see-s-candies", "title": "See's Candies", "category": "Restaurants & Eateries", "subcategory": "Bakeries Desserts and Confectioneries", "similarity": 0.9153, "drivers": [ "G03", "A06", "I01", "G01", "J04" ] }, { "handle": "yogurtland", "title": "Yogurtland", "category": "Restaurants & Eateries", "subcategory": "QSR", "similarity": 0.9142, "drivers": [ "I01", "G03", "A06", "G01", "N01" ] }, { "handle": "peet-s-coffee-tea", "title": "Peet's Coffee and Tea", "category": "Restaurants & Eateries", "subcategory": "Coffee and Tea", "similarity": 0.9034, "drivers": [ "G03", "A06", "G01", "A02", "J04" ] }, { "handle": "california-pizza-kitchen", "title": "California Pizza Kitchen", "category": "Restaurants & Eateries", "subcategory": "Casual Dining", "similarity": 0.8926, "drivers": [ "G03", "A06", "G01", "I01", "G02" ] }, { "handle": "citibank", "title": "Citibank", "category": "Financial", "subcategory": "Banks", "similarity": 0.8908, "drivers": [ "I01", "G01", "G03", "A02", "A06" ] }, { "handle": "bevmo", "title": "BevMo", "category": "Grocery & Food Retail", "subcategory": "Alcoholic Beverages", "similarity": 0.8737, "drivers": [ "G01", "G03", "F03", "L02", "M03" ] }, { "handle": "24-hour-fitness", "title": "24 Hour Fitness", "category": "Fitness & Wellness", "subcategory": "Fitness Centers and Gyms", "similarity": 0.8585, "drivers": [ "A06", "M01", "M03", "O04", "N02" ] }, { "handle": "pressed-juicery", "title": "Pressed Juicery", "category": "Restaurants & Eateries", "subcategory": "Juice and Smoothies", "similarity": 0.8481, "drivers": [ "G01", "G03", "A02", "I01", "A06" ] } ] }
Full Attention graph /similarity /affinity /demographics available with  API key: