Share

J.Jill

Apparel
Womens Apparel
Playground →Docs

The top 10 neighbors for J.Jill span six different subcategories — womens apparel, bookstores, beauty salons, hobbies and crafts, mens apparel, casual dining, pet care, a TV show, and footwear — with no single category dominating the set. That breadth is the defining structural feature of a broad-shape audience.

LOFT leads at 0.94, the strongest score in the set and the only neighbor that shares J.Jill's own subcategory (Womens Apparel) in the top 10 — Francesca's at 0.88 is the second. Beyond those two, the neighbors are almost entirely cross-kind: Barnes and Noble (0.90, Bookstores), Deka Lash (0.88, Beauty Salons and Spas), Pinot's Palette (0.88, Hobbies Gifts and Crafts), Jos. A. Bank Clothiers (0.88, Mens Apparel), Wild Birds Unlimited (0.88, Hobbies Gifts and Crafts), Panera Bread (0.88, Casual Dining), Dogtopia (0.88, Pet Care and Services), and Ted Lasso (0.88, TV Shows). The scores from position 2 through 10 compress into a narrow 0.88–0.90 band, meaning no single neighbor after LOFT pulls meaningfully ahead of the others. Hobbies and crafts retailers, beauty service providers, and casual dining each claim multiple slots, suggesting the audience shape is defined less by apparel affinity than by a broader lifestyle cluster that cuts across retail, services, and entertainment.

The overall picture is an audience whose shape is recognizable across a wide range of franchise and specialty retail contexts — not anchored to any one category.

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": "j-jill", "title": "J.Jill", "category": "Apparel", "subcategory": "Womens Apparel", "resolved": "j-jill", "k": 10, "shape": "broad", "filter": null, "results": [ { "handle": "loft", "title": "LOFT", "category": "Apparel", "subcategory": "Womens Apparel", "similarity": 0.9431, "drivers": [ "A04", "A05", "H04", "A01", "N03" ] }, { "handle": "barnes-noble", "title": "Barnes and Noble", "category": "Retail", "subcategory": "Bookstores", "similarity": 0.8982, "drivers": [ "H04", "A04", "K01", "A05", "N01" ] }, { "handle": "deka-lash", "title": "Deka Lash", "category": "Services", "subcategory": "Beauty Salons and Spas", "similarity": 0.8842, "drivers": [ "A05", "C01", "A04", "A01", "J03" ] }, { "handle": "pinot-s-palette", "title": "Pinot's Palette", "category": "Retail", "subcategory": "Hobbies Gifts and Crafts", "similarity": 0.8839, "drivers": [ "A05", "A04", "A01", "K01", "J03" ] }, { "handle": "jos-a-bank-clothiers", "title": "Jos. A. Bank Clothiers", "category": "Apparel", "subcategory": "Mens Apparel", "similarity": 0.8813, "drivers": [ "A04", "A05", "A01", "J01", "C01" ] }, { "handle": "wild-birds-unlimited", "title": "Wild Birds Unlimited", "category": "Retail", "subcategory": "Hobbies Gifts and Crafts", "similarity": 0.881, "drivers": [ "A05", "J03", "J01", "C01", "A01" ] }, { "handle": "panera-bread", "title": "Panera Bread", "category": "Restaurants & Eateries", "subcategory": "Casual Dining", "similarity": 0.8802, "drivers": [ "A04", "A05", "N03", "H04", "K01" ] }, { "handle": "francesca-s", "title": "Francesca's", "category": "Apparel", "subcategory": "Womens Apparel", "similarity": 0.8796, "drivers": [ "A05", "H04", "A04", "A01", "J03" ] }, { "handle": "dogtopia", "title": "Dogtopia", "category": "Services", "subcategory": "Pet Care and Services", "similarity": 0.8796, "drivers": [ "A04", "A05", "C01", "J03", "K01" ] }, { "handle": "tedlasso", "title": "Ted Lasso", "category": "Marketing Channels", "subcategory": "TV Shows", "similarity": 0.8795, "drivers": [ "A05", "A01", "C01", "A04", "H01" ] } ] }
Full Attention graph /similarity /affinity /demographics available with  API key: