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Simmons Bank

Financial
Banks
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Simmons Bank's top 10 nearest neighbors span five different categories — banks, retail, grocery, services, and fitness — with no single subcategory dominating the set, which is the defining feature of a flat-shape audience.

Four of the ten neighbors are fellow banks: Hancock and Whitney Bank at 0.80, 1st Franklin Financial at 0.77, Bank OZK at 0.77, and Cadence Bank at 0.75. That's a meaningful same-kind cluster, but it accounts for only four of the ten slots. The remaining six are drawn from entirely different categories: Take 5 Car Wash at 0.79, Game X Change at 0.78, Associated Grocers at 0.78, Belk at 0.78, Merle Norman Cosmetics at 0.76, and Workout Anytime at 0.75. These span car wash and detailing, hobbies and gifts, general grocery, department stores, beauty and cosmetics, and fitness centers — a cross-kind spread with no obvious thematic thread.

The scores themselves reinforce the flat classification: the gap between the top neighbor (0.80) and the tenth (0.75) is only five points, with no single entity pulling significantly ahead of the rest. The cross-kind composition — regional banks sitting alongside a car wash chain, a used-game retailer, and a cosmetics brand at nearly identical similarity levels — points to an audience whose shape is defined by regional and lifestyle patterns rather than by any single category affinity.

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": "simmons-bank", "title": "Simmons Bank", "category": "Financial", "subcategory": "Banks", "resolved": "simmons-bank", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "hancock-whitney-bank", "title": "Hancock and Whitney Bank", "category": "Financial", "subcategory": "Banks", "similarity": 0.8003, "drivers": [ "M03", "M04", "Q02", "N02", "N01" ] }, { "handle": "take-5-car-wash", "title": "Take 5 Car Wash", "category": "Services", "subcategory": "Car Wash and Detailing", "similarity": 0.7928, "drivers": [ "N01", "N03", "Q02", "M04", "E06" ] }, { "handle": "game-x-change", "title": "Game X Change", "category": "Retail", "subcategory": "Hobbies Gifts and Crafts", "similarity": 0.7798, "drivers": [ "L04", "N01", "M03", "A02", "A06" ] }, { "handle": "associated-grocers", "title": "Associated Grocers", "category": "Grocery & Food Retail", "subcategory": "General Grocery Stores", "similarity": 0.7792, "drivers": [ "N01", "M03", "M04", "N04", "K01" ] }, { "handle": "belk", "title": "Belk", "category": "Retail", "subcategory": "Department Stores", "similarity": 0.777, "drivers": [ "M03", "E06", "I01", "N03", "Q01" ] }, { "handle": "1st-franklin-financial", "title": "1st Franklin Financial", "category": "Financial", "subcategory": "Banks", "similarity": 0.7706, "drivers": [ "N02", "N01", "M04", "M03", "N04" ] }, { "handle": "bank-ozk", "title": "Bank OZK", "category": "Financial", "subcategory": "Banks", "similarity": 0.7682, "drivers": [ "N01", "M04", "B03", "L04", "O01" ] }, { "handle": "merle-norman-cosmetics", "title": "Merle Norman Cosmetics", "category": "Retail", "subcategory": "Beauty and Cosmetics", "similarity": 0.7567, "drivers": [ "N01", "N02", "M04", "N04", "M03" ] }, { "handle": "workout-anytime", "title": "Workout Anytime", "category": "Fitness & Wellness", "subcategory": "Fitness Centers and Gyms", "similarity": 0.7539, "drivers": [ "N01", "M04", "M03", "N04", "N02" ] }, { "handle": "cadence-bank", "title": "Cadence Bank", "category": "Financial", "subcategory": "Banks", "similarity": 0.753, "drivers": [ "N02", "N01", "E06", "I01", "N03" ] } ] }
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