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Black Diamond

Brands
Outdoors
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Backcountry (0.91) and Mountain Hardwear (0.90) sit nearly tied at the top of Black Diamond's neighbor set — two distinct outdoor-brand peaks separated by less than half a point, giving the shape its two-peak character.

The top 10 are dominated by Outdoors subcategory brands. Backcountry, Mountain Hardwear, Marmot (0.89), Arc'teryx (0.83), The North Face (0.81), Osprey Packs (0.79), and Burton Snowboards (0.77) all share Black Diamond's own subcategory — seven of the ten neighbors are fellow Outdoors brands. The remaining three break that pattern in notable ways: Backpacker Magazine (0.86) is the highest-scoring non-brand in the set, a Magazines entry that sits between the two outdoor-brand peaks; Kilwins (0.82), a Bakeries Desserts and Confectioneries entry, is the single most structurally unexpected neighbor, scoring above Arc'teryx and The North Face despite having no thematic connection to outdoor gear; and Breckenridge Resort (0.79) represents the Destinations subcategory. The two-peak label reflects the near-tie between Backcountry and Mountain Hardwear rather than a split between different kinds of audiences — the cluster is overwhelmingly same-kind, with Kilwins as the lone outlier that signals something in the audience composition that extends beyond the outdoor-gear world.

The overall picture is a tightly defined outdoor-enthusiast audience with one anomalous cross-category signal that the top-10 data alone cannot fully explain.

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": "blackdiamond", "title": "Black Diamond", "category": "Brands", "subcategory": "Outdoors", "resolved": "blackdiamond", "k": 10, "shape": "two-peak", "filter": null, "results": [ { "handle": "backcountry", "title": "Backcountry", "category": "Brands", "subcategory": "Outdoors", "similarity": 0.9065, "drivers": [ "J02", "J05", "H02", "N03", "H01" ] }, { "handle": "hardwear", "title": "Mountain Hardwear", "category": "Brands", "subcategory": "Outdoors", "similarity": 0.9022, "drivers": [ "J02", "J05", "N03", "K01", "H02" ] }, { "handle": "marmot", "title": "Marmot", "category": "Brands", "subcategory": "Outdoors", "similarity": 0.8881, "drivers": [ "J05", "J02", "N03", "K01", "H01" ] }, { "handle": "backpackermag", "title": "Backpacker Magazine", "category": "Marketing Channels", "subcategory": "Magazines", "similarity": 0.8569, "drivers": [ "J02", "J05", "N03", "H02", "M01" ] }, { "handle": "arcteryx", "title": "Arc'teryx", "category": "Brands", "subcategory": "Outdoors", "similarity": 0.8311, "drivers": [ "J02", "J05", "N03", "H02", "M01" ] }, { "handle": "kilwins", "title": "Kilwins", "category": "Restaurants & Eateries", "subcategory": "Bakeries Desserts and Confectioneries", "similarity": 0.8179, "drivers": [ "J02", "J05", "M01", "K01", "H02" ] }, { "handle": "thenorthface", "title": "The North Face", "category": "Brands", "subcategory": "Outdoors", "similarity": 0.8108, "drivers": [ "J02", "J05", "N03", "H02", "K01" ] }, { "handle": "breckenridgemtn", "title": "Breckenridge Resort", "category": "Brands", "subcategory": "Destinations", "similarity": 0.7936, "drivers": [ "J02", "J05", "H02", "H01", "N03" ] }, { "handle": "ospreypacks", "title": "Osprey Packs", "category": "Brands", "subcategory": "Outdoors", "similarity": 0.7902, "drivers": [ "J02", "M01", "N03", "H01", "O04" ] }, { "handle": "burtonsnowboard", "title": "Burton Snowboards", "category": "Brands", "subcategory": "Outdoors", "similarity": 0.7746, "drivers": [ "J02", "J05", "N03", "H02", "H01" ] } ] }
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