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Aaron's

Retail
Furniture Stores
Playground →Docs

Aaron's nearest audiences span a wide range of everyday consumer categories — QSR chains, discount retail, budget lodging, beverages, and TV programming — with no single neighbor pulling far ahead of the rest.

The shape is flat: the top score belongs to Walmart at 0.93, but the band compresses quickly, with Dr Pepper at 0.92, Dairy Queen at 0.91, Sonic at 0.91, and Days Inn at 0.91 all within a few hundredths. Similarity here measures how closely two entities' audiences resemble each other in composition — not thematic overlap. By subcategory, the top 10 breaks down as: Restaurant (three entries — Dairy Queen, LongHorn Steakhouse, Taco Bell), QSR (Sonic), Big Box Retailers (Walmart), Discount Stores (Discount Stores), Sporting Goods and Outdoor Gear (Hibbett Sports), Footwear (Shoe Dept Encore), Budget lodging (Days Inn), and one fellow Furniture Store — Buddy's at 0.86, the only neighbor sharing Aaron's own subcategory. The cross-kind character of the set is the real finding: Aaron's audience shape is defined less by furniture retail than by a broad mainstream consumer profile that overlaps with fast food, discount stores, and value-tier hospitality.

That profile — value-oriented, broadly accessible, spanning food, lodging, and everyday retail — is what the flat shape encodes: an audience with no narrow niche, recognizable across a wide swath of everyday American commerce.

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": "aaron-s", "title": "Aaron's", "category": "Retail", "subcategory": "Furniture Stores", "resolved": "aaron-s", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "walmart", "title": "Walmart", "category": "Big Box", "subcategory": "Big Box Retailers", "similarity": 0.925, "drivers": [ "N02", "N01", "N03", "N04", "M03" ] }, { "handle": "drpepper", "title": "Dr Pepper", "category": "Brands", "subcategory": "Beverages", "similarity": 0.9175, "drivers": [ "N03", "N04", "N02", "P01", "Q05" ] }, { "handle": "dairyqueen", "title": "Dairy Queen", "category": "Brands", "subcategory": "Restaurant", "similarity": 0.9132, "drivers": [ "N03", "Q05", "N04", "O03", "N02" ] }, { "handle": "sonic", "title": "Sonic", "category": "Restaurants & Eateries", "subcategory": "QSR", "similarity": 0.9123, "drivers": [ "N02", "N01", "P01", "N03", "N04" ] }, { "handle": "days-inn", "title": "Days Inn", "category": "Hospitality & Lodging", "subcategory": "Budget", "similarity": 0.9071, "drivers": [ "N03", "N02", "P01", "K01", "Q05" ] }, { "handle": "discount-stores", "title": "Discount Stores", "category": "Big Box", "subcategory": "Discount Stores", "similarity": 0.9002, "drivers": [ "N02", "N01", "N04", "Q05", "M03" ] }, { "handle": "hibbett-sports", "title": "Hibbett Sports", "category": "Retail", "subcategory": "Sporting Goods and Outdoor Gear", "similarity": 0.8958, "drivers": [ "N02", "N01", "Q05", "P01", "N04" ] }, { "handle": "longhornsteaks", "title": "LongHorn Steakhouse", "category": "Brands", "subcategory": "Restaurant", "similarity": 0.8948, "drivers": [ "N03", "N02", "N04", "Q05", "N01" ] }, { "handle": "shoe-dept-encore", "title": "Shoe Dept Encore", "category": "Apparel", "subcategory": "Footwear", "similarity": 0.8944, "drivers": [ "N02", "N01", "N04", "Q05", "M03" ] }, { "handle": "tacobell", "title": "Taco Bell", "category": "Brands", "subcategory": "Restaurant", "similarity": 0.8919, "drivers": [ "N03", "N04", "Q05", "O03", "N01" ] } ] }
Full Attention graph /similarity /affinity /demographics available with  API key: