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L.L.Bean

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At 0.80, Susan Collins — a politician from Maine — is the single strongest pull in L.L.Bean's top 10, sitting well above the next neighbor and anchoring a spike-shaped similarity graph. The gap between Collins (0.80) and Seventh Generation (0.73) is the widest step in the set, and every neighbor below that falls within a tighter band from 0.70 down to 0.67.

The top 10 is almost entirely cross-kind. L.L.Bean is classified as an Outdoors brand, and only one neighbor shares that subcategory: Marmot at 0.67, the lowest-ranked of the ten. The other nine span politicians (Sean Spicer, 0.70), professionals (Jeff Tiedrich, 0.69), a sports team (Red Sox, 0.69), a brewery (Magic Hat Brewing, 0.69), an automotive parts brand (Big O Tires, 0.68), an author (Stephen King, 0.68), a home brand (Seventh Generation, 0.73), and a humor/satire account (Tea Pain, 0.67). The political and New England-regional thread running through Collins, Spicer, the Red Sox, Magic Hat, and Stephen King suggests the audience shape is being driven by something geographic and civic rather than by outdoor-recreation interest alone.

The spike on a Maine senator, combined with near-absence of fellow outdoor brands in the top 10, points to an audience defined more by regional identity than by 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": "llbean", "title": "L.L.Bean", "category": "Brands", "subcategory": "Outdoors", "resolved": "llbean", "k": 10, "shape": "spike", "filter": null, "results": [ { "handle": "senatorcollins", "title": "Susan Collins", "category": "Celebrities and Influencers", "subcategory": "Politicians", "similarity": 0.8018, "drivers": [ "J05", "K01", "J01", "A02", "G01" ] }, { "handle": "seventhgen", "title": "Seventh Generation", "category": "Brands", "subcategory": "Home", "similarity": 0.7252, "drivers": [ "J05", "K01", "J01", "A04", "P03" ] }, { "handle": "seanspicer", "title": "Sean Spicer", "category": "Celebrities and Influencers", "subcategory": "Government Officials", "similarity": 0.6979, "drivers": [ "K01", "J05", "K02", "E03", "P06" ] }, { "handle": "itsjefftiedrich", "title": "Jeff Tiedrich", "category": "Celebrities and Influencers", "subcategory": "Professionals", "similarity": 0.6944, "drivers": [ "K01", "J05", "J01", "K02", "J04" ] }, { "handle": "redsox", "title": "Red Sox", "category": "Organizations", "subcategory": "Sports Teams", "similarity": 0.6907, "drivers": [ "J05", "L01", "A04", "C01", "K03" ] }, { "handle": "magichat", "title": "Magic Hat Brewing", "category": "Brands", "subcategory": "Breweries", "similarity": 0.6879, "drivers": [ "J05", "L01", "A04", "K01", "C01" ] }, { "handle": "big-o-tires", "title": "Big O Tires", "category": "Automotive", "subcategory": "Parts and Accessories", "similarity": 0.6813, "drivers": [ "J05", "K01", "N03", "L01", "A04" ] }, { "handle": "stephenking", "title": "Stephen King", "category": "Celebrities and Influencers", "subcategory": "Authors", "similarity": 0.6809, "drivers": [ "K01", "J05", "A02", "K03", "J04" ] }, { "handle": "marmot", "title": "Marmot", "category": "Brands", "subcategory": "Outdoors", "similarity": 0.6736, "drivers": [ "J05", "K01", "C01", "J01", "P06" ] }, { "handle": "teapainusa", "title": "Tea Pain", "category": "Miscellaneous", "subcategory": "Humor Memes and Satire", "similarity": 0.6719, "drivers": [ "K01", "J05", "K02", "K03", "J01" ] } ] }
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