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Aroma Joe's

Restaurants & Eateries
Coffee and Tea
Playground →Docs

At 0.86 and 0.84 respectively, Tire Warehouse and VIP Tires & Service form a distinct automotive peak at the top of Aroma Joe's similarity graph — a pairing that bridges into a second cluster of everyday-errand brands with no other coffee or tea entity appearing anywhere in the top 10.

The shape is two-peak. The automotive pair sits noticeably above the rest, but positions three through ten form a coherent second neighborhood: Cumberland Farms (0.80) and Nouria Energy Corporation (0.76) represent gas stations; Central Bank (0.79) and Associated Bank (0.73) represent regional banking; Hannaford Supermarkets (0.79) and Hannaford Pharmacy (0.78) anchor a grocery-and-pharmacy pair; Culver's (0.77) is the lone QSR; and Miracle-Ear (0.74) rounds out the set under health and medical services. The dominant subcategories — automotive parts, gas stations, and banks — are all routine, destination-driven service categories, not food or beverage. The audience composition here is defined by errand-oriented, regionally concentrated brands rather than anything in the coffee and tea space.

The top 10 suggest an audience whose shape is shared most strongly with practical, locally rooted service providers — a pattern that cuts across category lines rather than clustering around the center entity's own kind.

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": "aroma-joe-s", "title": "Aroma Joe's", "category": "Restaurants & Eateries", "subcategory": "Coffee and Tea", "resolved": "aroma-joe-s", "k": 10, "shape": "two-peak", "filter": null, "results": [ { "handle": "tire-warehouse", "title": "Tire Warehouse", "category": "Automotive", "subcategory": "Parts and Accessories", "similarity": 0.8599, "drivers": [ "L02", "K01", "L04", "O01", "L03" ] }, { "handle": "vip-tires-and-service", "title": "VIP Tires & Service", "category": "Automotive", "subcategory": "Parts and Accessories", "similarity": 0.8437, "drivers": [ "K01", "L02", "O01", "L03", "Q06" ] }, { "handle": "cumberland-farms", "title": "Cumberland Farms", "category": "Convenience & Fuel", "subcategory": "Gas Stations", "similarity": 0.8027, "drivers": [ "L02", "F01", "O02", "O01", "F03" ] }, { "handle": "hannaford-supermarkets", "title": "Hannaford Supermarkets", "category": "Grocery & Food Retail", "subcategory": "General Grocery Stores", "similarity": 0.7902, "drivers": [ "L02", "K01", "L03", "L04", "F03" ] }, { "handle": "central-bank", "title": "Central Bank", "category": "Financial", "subcategory": "Banks", "similarity": 0.7865, "drivers": [ "L02", "K01", "F03", "L03", "F01" ] }, { "handle": "hannaford-pharmacy", "title": "Hannaford Pharmacy", "category": "Retail", "subcategory": "Pharmacies and Drugstores", "similarity": 0.7801, "drivers": [ "L02", "K01", "L03", "F03", "L04" ] }, { "handle": "culver-s", "title": "Culver's", "category": "Restaurants & Eateries", "subcategory": "QSR", "similarity": 0.7737, "drivers": [ "L02", "F03", "L01", "F01", "K01" ] }, { "handle": "nouria-energy-corporation", "title": "Nouria Energy Corporation", "category": "Convenience & Fuel", "subcategory": "Gas Stations", "similarity": 0.7562, "drivers": [ "L02", "K01", "O01", "F03", "L03" ] }, { "handle": "miracle-ear", "title": "Miracle-Ear", "category": "Services", "subcategory": "Health and Medical Services", "similarity": 0.7369, "drivers": [ "L02", "K01", "O01", "F03", "M01" ] }, { "handle": "associated-bank", "title": "Associated Bank", "category": "Financial", "subcategory": "Banks", "similarity": 0.7348, "drivers": [ "K01", "J05", "F01", "F03", "Q06" ] } ] }
Full Attention graph /similarity /affinity /demographics available with  API key: