Share

L.L.Bean

Apparel
General
Playground →Docs

L.L.Bean's nearest audiences span breweries, grocery, apparel, and a sports team — no single category dominates, and the scores compress into a narrow band from 0.81 down to 0.76, the hallmark of a flat shape.

The top two neighbors are both breweries: Magic Hat Brewing at 0.81 and Dogfish Head Brewery at 0.79. Natural Grocers follows at 0.79, then Talbots (Womens Apparel) at 0.79 and Jockey (General Apparel) at 0.78. The Red Sox appear at 0.77, and Patagonia — the one Outdoors brand in the top 10 — lands at 0.76. Rounding out the set are sports journalist Jared Carrabis at 0.77, car maker Subaru at 0.77, and government-official account Angry Staffer at 0.76.

L.L.Bean's own subcategory is General Apparel; only Jockey shares that classification in the top 10, with Talbots adjacent in Womens Apparel. The rest of the set cuts across breweries, grocery, automotive, sports teams, journalism, and outdoor brands — a cross-kind mix with no dominant cluster. Notably, the two breweries sit at the very top, ahead of any outdoor or apparel peer, which is the most structurally unexpected feature of this neighborhood.

The flat, cross-category spread suggests an audience whose shape is defined less by any single interest vertical than by a consistent demographic or behavioral signature that shows up equally across craft beer, natural food retail, New England sports, and outdoor gear.

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": "l-l-bean", "title": "L.L.Bean", "category": "Apparel", "subcategory": "General", "resolved": "l-l-bean", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "magichat", "title": "Magic Hat Brewing", "category": "Brands", "subcategory": "Breweries", "similarity": 0.8066, "drivers": [ "J05", "L01", "N03", "P02", "N02" ] }, { "handle": "dogfishbeer", "title": "Dogfish Head Brewery", "category": "Brands", "subcategory": "Breweries", "similarity": 0.7942, "drivers": [ "J05", "N03", "P02", "N02", "P01" ] }, { "handle": "natural-grocers", "title": "Natural Grocers", "category": "Grocery & Food Retail", "subcategory": "General Grocery Stores", "similarity": 0.7921, "drivers": [ "J05", "J01", "L01", "Q04", "A04" ] }, { "handle": "talbots", "title": "Talbots", "category": "Apparel", "subcategory": "Womens Apparel", "similarity": 0.7875, "drivers": [ "J05", "J01", "A01", "L01", "A04" ] }, { "handle": "jockey", "title": "Jockey", "category": "Apparel", "subcategory": "General", "similarity": 0.7786, "drivers": [ "J05", "L01", "J01", "O04", "Q02" ] }, { "handle": "jared_carrabis", "title": "Jared Carrabis", "category": "Celebrities and Influencers", "subcategory": "Journalists", "similarity": 0.7731, "drivers": [ "L01", "J05", "A04", "J01", "N03" ] }, { "handle": "subaru", "title": "Subaru", "category": "Automotive", "subcategory": "Car Makers", "similarity": 0.7692, "drivers": [ "J05", "N02", "L01", "J01", "P02" ] }, { "handle": "redsox", "title": "Red Sox", "category": "Organizations", "subcategory": "Sports Teams", "similarity": 0.7667, "drivers": [ "J05", "L01", "A04", "J01", "O04" ] }, { "handle": "patagonia", "title": "Patagonia", "category": "Brands", "subcategory": "Outdoors", "similarity": 0.7644, "drivers": [ "J05", "J01", "N03", "P02", "O04" ] }, { "handle": "angry_staffer", "title": "Angry Staffer", "category": "Celebrities and Influencers", "subcategory": "Government Officials", "similarity": 0.761, "drivers": [ "J05", "J01", "P02", "N03", "J04" ] } ] }
Full Attention graph /similarity /affinity /demographics available with  API key: