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Orvis

Retail
Sporting Goods and Outdoor Gear
Playground →Docs

The nearest audiences to Orvis are a grocer, a wellness studio, a spin gym, two women's apparel brands, a toy retailer, a ski destination, a casual dining chain, a bank, and a pet supply shop — not another outdoor gear retailer. That cross-kind spread is the defining structural feature of Orvis's similarity graph.

The shape is broad: scores run from 0.93 down to 0.84 across the top 10, with no single neighbor pulling far ahead of the rest. The Fresh Market leads at 0.93, followed by Restore Hyper Wellness at 0.89 and CycleBar at 0.88. Chico's (0.87) and Talbots (0.84) are the two women's apparel entries; Learning Express Toys (0.87) and UBS Group (0.85) round out a set that spans education and private banking. Vail (0.86) is the one destination in the group; The Melting Pot Restaurant (0.86) and Woof Gang Bakery & Grooming (0.85) complete the mix. Not one neighbor shares Orvis's own subcategory — Sporting Goods and Outdoor Gear — in the top 10.

The cluster's character is upscale lifestyle rather than outdoor sport: premium grocery, boutique fitness, fine-adjacent dining, women's specialty apparel, and wealth-management banking all converge on the same audience shape. The broad distribution of scores, with no dominant spike, suggests this audience is defined less by a single passion category than by a consistent lifestyle tier that cuts across retail, services, and dining.

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": "orvis", "title": "Orvis", "category": "Retail", "subcategory": "Sporting Goods and Outdoor Gear", "resolved": "orvis", "k": 10, "shape": "broad", "filter": null, "results": [ { "handle": "fresh-market", "title": "The Fresh Market", "category": "Grocery & Food Retail", "subcategory": "General Grocery Stores", "similarity": 0.9293, "drivers": [ "J02", "J01", "A01", "H02", "J03" ] }, { "handle": "restore-hyper-wellness", "title": "Restore Hyper Wellness", "category": "Services", "subcategory": "Cosmetic Services", "similarity": 0.8851, "drivers": [ "A01", "J01", "J02", "H02", "J03" ] }, { "handle": "cyclebar", "title": "CycleBar", "category": "Fitness & Wellness", "subcategory": "Fitness Centers and Gyms", "similarity": 0.8785, "drivers": [ "J02", "J01", "A01", "H02", "J03" ] }, { "handle": "chico-s", "title": "Chico's", "category": "Apparel", "subcategory": "Womens Apparel", "similarity": 0.8743, "drivers": [ "J02", "J01", "A01", "A04", "J03" ] }, { "handle": "learning-express-toys", "title": "Learning Express Toys", "category": "Education", "subcategory": "Childrens Education", "similarity": 0.8682, "drivers": [ "J02", "A01", "J01", "J03", "A05" ] }, { "handle": "vailmtn", "title": "Vail", "category": "Brands", "subcategory": "Destinations", "similarity": 0.8636, "drivers": [ "J02", "J01", "A01", "H02", "A05" ] }, { "handle": "melting-pot-restaurant", "title": "The Melting Pot Restaurant", "category": "Restaurants & Eateries", "subcategory": "Casual Dining", "similarity": 0.8556, "drivers": [ "J02", "J01", "A01", "H02", "J04" ] }, { "handle": "ubs-group", "title": "UBS Group", "category": "Financial", "subcategory": "Banks", "similarity": 0.8525, "drivers": [ "J02", "J01", "A01", "H02", "H04" ] }, { "handle": "woof-gang-bakery-and-grooming", "title": "Woof Gang Bakery & Grooming", "category": "Retail", "subcategory": "Pet Supplies and Services", "similarity": 0.846, "drivers": [ "J02", "A01", "J01", "H02", "A05" ] }, { "handle": "talbots", "title": "Talbots", "category": "Apparel", "subcategory": "Womens Apparel", "similarity": 0.8424, "drivers": [ "A01", "J01", "J02", "A04", "J03" ] } ] }
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