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Chico's

Apparel
Womens Apparel
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Chico's nearest ten neighbors span five distinct categories — Womens Apparel, Fitness Centers and Gyms, Home Goods and Furnishings, Mens Apparel, and General Apparel — with no single neighbor pulling far ahead of the rest. That spread is the defining structural fact here.

The shape is flat: scores run from 0.94 at the top down to 0.90 at position ten, a band of roughly four points across ten neighbors. White House Black Market leads at 0.94, followed closely by CycleBar at 0.94 — a fitness chain, not an apparel brand. Athleta (0.91) and J. Crew Factory (0.91) sit just behind, and Jos. A. Bank Clothiers (0.91) — a Mens Apparel brand — lands at nearly the same level as Ann Taylor (0.90), a fellow Womens Apparel neighbor. Rounding out the ten are Williams-Sonoma (0.90) and Pottery Barn (0.90), both Home Goods and Furnishings retailers, alongside The Fresh Market (0.90, grocery) and Fitness Together (0.90, fitness).

Three of the top ten are Womens Apparel brands, two are fitness gyms, two are home goods retailers, and the remaining three span mens apparel, general apparel, and grocery — a genuinely mixed composition with no dominant subcategory. The cross-category breadth, not any single neighbor, is the signal.

This flat, multi-category cluster points to an audience whose shape is defined by lifestyle coherence rather than category loyalty — the same people index similarly across apparel, fitness, home, and food retail.

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": "chico-s", "title": "Chico's", "category": "Apparel", "subcategory": "Womens Apparel", "resolved": "chico-s", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "white-house-black-market", "title": "White House Black Market", "category": "Apparel", "subcategory": "Womens Apparel", "similarity": 0.9443, "drivers": [ "J02", "A01", "A04", "J01", "A05" ] }, { "handle": "cyclebar", "title": "CycleBar", "category": "Fitness & Wellness", "subcategory": "Fitness Centers and Gyms", "similarity": 0.9366, "drivers": [ "J02", "A01", "J01", "A04", "A03" ] }, { "handle": "athleta", "title": "Athleta", "category": "Apparel", "subcategory": "Outdoor and Athletic Apparel", "similarity": 0.9094, "drivers": [ "A01", "J01", "J02", "A04", "A02" ] }, { "handle": "j-crew-factory", "title": "J. Crew Factory", "category": "Apparel", "subcategory": "General", "similarity": 0.9082, "drivers": [ "A01", "A04", "J02", "J01", "A05" ] }, { "handle": "jos-a-bank-clothiers", "title": "Jos. A. Bank Clothiers", "category": "Apparel", "subcategory": "Mens Apparel", "similarity": 0.9074, "drivers": [ "A01", "J01", "A04", "J02", "A05" ] }, { "handle": "ann-taylor", "title": "Ann Taylor", "category": "Apparel", "subcategory": "Womens Apparel", "similarity": 0.9047, "drivers": [ "J02", "A01", "A04", "J01", "A03" ] }, { "handle": "williams-sonoma", "title": "Williams-Sonoma", "category": "Retail", "subcategory": "Home Goods and Furnishings", "similarity": 0.9032, "drivers": [ "J02", "A01", "J01", "A04", "A02" ] }, { "handle": "pottery-barn", "title": "Pottery Barn", "category": "Retail", "subcategory": "Home Goods and Furnishings", "similarity": 0.8984, "drivers": [ "J02", "A01", "J01", "A04", "A02" ] }, { "handle": "fresh-market", "title": "The Fresh Market", "category": "Grocery & Food Retail", "subcategory": "General Grocery Stores", "similarity": 0.8977, "drivers": [ "J02", "A01", "J01", "J03", "A05" ] }, { "handle": "fitness-together", "title": "Fitness Together", "category": "Fitness & Wellness", "subcategory": "Fitness Centers and Gyms", "similarity": 0.8965, "drivers": [ "J02", "A01", "J01", "A04", "A02" ] } ] }
Full Attention graph /similarity /affinity /demographics available with  API key: