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CycleBar

Fitness & Wellness
Fitness Centers and Gyms
Playground →Docs

CycleBar's ten nearest neighbors span women's apparel, home furnishings, cosmetic services, and fellow fitness studios — with no single entity pulling far ahead of the rest.

The shape is flat: scores run from White House Black Market at 0.94 down to The Fresh Market at 0.89, a narrow ten-point band across ten very different kinds of entities. The top two slots belong to women's apparel — White House Black Market (0.94) and Chico's (0.94) — followed by cosmetic services brand Restore Hyper Wellness (0.92) and general apparel retailer J. Crew Factory (0.92). Athletic apparel brand Athleta (0.91) rounds out the top five. Tallying the subcategories across all ten: apparel accounts for four neighbors (women's apparel ×2, outdoor and athletic apparel ×1, general apparel ×1), retail home goods for two (Pottery Barn at 0.90, Williams-Sonoma at 0.90), cosmetic services for one, grocery for one (The Fresh Market at 0.89), and fitness centers and gyms for one — Orangetheory Fitness at 0.88, the sole same-kind neighbor in the top 10.

That single fitness peer at the bottom of the set, surrounded by apparel, home goods, and personal-care retail, signals that CycleBar's audience composition is shaped less by the fitness category than by a broader lifestyle cluster — one that skews toward premium women's retail and home spending.

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": "cyclebar", "title": "CycleBar", "category": "Fitness & Wellness", "subcategory": "Fitness Centers and Gyms", "resolved": "cyclebar", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "white-house-black-market", "title": "White House Black Market", "category": "Apparel", "subcategory": "Womens Apparel", "similarity": 0.9397, "drivers": [ "J02", "A01", "A03", "A05", "J01" ] }, { "handle": "chico-s", "title": "Chico's", "category": "Apparel", "subcategory": "Womens Apparel", "similarity": 0.9366, "drivers": [ "J02", "A01", "J01", "A04", "A03" ] }, { "handle": "restore-hyper-wellness", "title": "Restore Hyper Wellness", "category": "Services", "subcategory": "Cosmetic Services", "similarity": 0.9212, "drivers": [ "A01", "J02", "J01", "H02", "A03" ] }, { "handle": "j-crew-factory", "title": "J. Crew Factory", "category": "Apparel", "subcategory": "General", "similarity": 0.9191, "drivers": [ "A01", "J02", "A04", "J01", "A03" ] }, { "handle": "athleta", "title": "Athleta", "category": "Apparel", "subcategory": "Outdoor and Athletic Apparel", "similarity": 0.9124, "drivers": [ "A01", "J01", "J02", "A03", "A04" ] }, { "handle": "pottery-barn", "title": "Pottery Barn", "category": "Retail", "subcategory": "Home Goods and Furnishings", "similarity": 0.9048, "drivers": [ "J02", "A01", "J01", "A03", "A04" ] }, { "handle": "jos-a-bank-clothiers", "title": "Jos. A. Bank Clothiers", "category": "Apparel", "subcategory": "Mens Apparel", "similarity": 0.899, "drivers": [ "A01", "J01", "J02", "A04", "A05" ] }, { "handle": "ethan-allen", "title": "Ethan Allen", "category": "Retail", "subcategory": "Furniture Stores", "similarity": 0.8968, "drivers": [ "A01", "J01", "A04", "A03", "J02" ] }, { "handle": "williams-sonoma", "title": "Williams-Sonoma", "category": "Retail", "subcategory": "Home Goods and Furnishings", "similarity": 0.8957, "drivers": [ "J02", "A01", "J01", "A03", "H02" ] }, { "handle": "fresh-market", "title": "The Fresh Market", "category": "Grocery & Food Retail", "subcategory": "General Grocery Stores", "similarity": 0.8947, "drivers": [ "J02", "J01", "A01", "H02", "A05" ] } ] }
Full Attention graph /similarity /affinity /demographics available with  API key: