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Garmin

Brands
Technology
Playground →Docs

Garmin's top 10 nearest neighbors span fitness brands, self-help authors, an outdoors retailer, a humor account, a government official, and an education organization — no single subcategory dominates, which is the defining structural fact here.

The shape is broad. Garmin Fitness leads at 0.92, the only neighbor from Garmin's own Technology subcategory is absent — all 10 neighbors come from outside it. Three are Fitness brands: Garmin Fitness (0.92), Specialized Bicycles (0.88), and Brooks Running (0.84). Three are Authors: Simon Sinek (0.87), Daniel Pink (0.85), and Glennon Doyle (0.84). The remaining four are a Humor/Memes account (Buitengebieden, 0.85), an Outdoors brand (REI, 0.84), a Government Official (Mark Hertling, 0.84), and an Education organization (TED-Ed, 0.83). The scores compress into a tight band — 0.83 to 0.92 — with no dramatic drop-off between positions two and ten. That compression, combined with the subcategory scatter, is the hallmark of a broad shape: the audience doesn't cluster tightly around any one kind of entity.

The cross-kind pattern is striking. Fitness brands are the plurality, but Authors collectively match them in count, and the presence of a humor meme account, an outdoors co-op, a retired general, and an educational nonprofit at scores above 0.83 signals an audience whose shape is defined less by a single interest than by a particular disposition — curious, active, and civically engaged — that cuts across many content types.

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": "garmin", "title": "Garmin", "category": "Brands", "subcategory": "Technology", "resolved": "garmin", "k": 10, "shape": "broad", "filter": null, "results": [ { "handle": "garminfitness", "title": "Garmin Fitness", "category": "Brands", "subcategory": "Fitness", "similarity": 0.9158, "drivers": [ "N03", "A05", "A03", "P02", "A01" ] }, { "handle": "iamspecialized", "title": "Specialized Bicycles", "category": "Brands", "subcategory": "Fitness", "similarity": 0.8782, "drivers": [ "N03", "J01", "A01", "A05", "H02" ] }, { "handle": "simonsinek", "title": "Simon Sinek", "category": "Celebrities and Influencers", "subcategory": "Authors", "similarity": 0.8692, "drivers": [ "N03", "A05", "A01", "J01", "A03" ] }, { "handle": "buitengebieden_", "title": "Buitengebieden", "category": "Miscellaneous", "subcategory": "Humor Memes and Satire", "similarity": 0.8506, "drivers": [ "N03", "A05", "J01", "A01", "C01" ] }, { "handle": "danielpink", "title": "Daniel Pink", "category": "Celebrities and Influencers", "subcategory": "Authors", "similarity": 0.8461, "drivers": [ "A01", "N03", "J01", "A03", "A05" ] }, { "handle": "glennondoyle", "title": "Glennon Doyle", "category": "Celebrities and Influencers", "subcategory": "Authors", "similarity": 0.8426, "drivers": [ "N03", "A01", "J01", "A05", "H01" ] }, { "handle": "brooksrunning", "title": "Brooks Running", "category": "Brands", "subcategory": "Fitness", "similarity": 0.8391, "drivers": [ "N03", "P02", "A05", "C01", "O04" ] }, { "handle": "rei_social", "title": "REI (social)", "category": "Brands", "subcategory": "Outdoors", "similarity": 0.8373, "drivers": [ "J01", "H02", "H01", "C01", "A05" ] }, { "handle": "markhertling", "title": "Mark Hertling", "category": "Celebrities and Influencers", "subcategory": "Government Officials", "similarity": 0.8362, "drivers": [ "N03", "A01", "J01", "A03", "J02" ] }, { "handle": "ted_ed", "title": "TED-Ed", "category": "Organizations", "subcategory": "Education", "similarity": 0.8331, "drivers": [ "N03", "A03", "A05", "A01", "O04" ] } ] }
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