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Ann Taylor

Apparel
Womens Apparel
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Janie and Jack — a children's apparel brand — sits at the top of Ann Taylor's similarity graph at 0.92, edging out a casual dining chain and two fellow women's apparel labels. That cross-category pairing sets the tone for what follows: a broad neighbor set that spans apparel, dining, fitness, home goods, and personal services, with no single subcategory dominating.

The shape is broad. Among the top 10, apparel is the most represented category, but the subcategories scatter: Chico's (0.90) and White House Black Market (0.90) are the only two neighbors sharing Ann Taylor's own Womens Apparel subcategory. P.F. Chang's China Bistro (0.92) is the second-closest neighbor overall — a Casual Dining entry that outranks every apparel brand except Janie and Jack. The North Face (0.89) represents Outdoor and Athletic Apparel, while CycleBar (0.88) brings in Fitness Centers and Gyms. J. Crew Factory (0.88), Roosters (0.87), Banana Republic (0.87), and Ralph Lauren (0.87) round out the ten, spanning General Apparel and Hair Salons — a notably varied mix for a women's clothing brand.

The pattern across the top 10 is an audience that overlaps broadly with mid-to-upscale retail, dining, and wellness — not one that clusters tightly around a single category peer.

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": "ann-taylor", "title": "Ann Taylor", "category": "Apparel", "subcategory": "Womens Apparel", "resolved": "ann-taylor", "k": 10, "shape": "broad", "filter": null, "results": [ { "handle": "janie-jack", "title": "Janie and Jack", "category": "Apparel", "subcategory": "Childrens Apparel", "similarity": 0.9201, "drivers": [ "J02", "A04", "A01", "M01", "N01" ] }, { "handle": "p-f-chang-s-china-bistro", "title": "P.F. Chang's China Bistro", "category": "Restaurants & Eateries", "subcategory": "Casual Dining", "similarity": 0.9152, "drivers": [ "J02", "A03", "A01", "M01", "N01" ] }, { "handle": "chico-s", "title": "Chico's", "category": "Apparel", "subcategory": "Womens Apparel", "similarity": 0.9047, "drivers": [ "J02", "A01", "A04", "J01", "A03" ] }, { "handle": "white-house-black-market", "title": "White House Black Market", "category": "Apparel", "subcategory": "Womens Apparel", "similarity": 0.9006, "drivers": [ "J02", "A01", "A04", "A03", "M01" ] }, { "handle": "north-face", "title": "The North Face", "category": "Apparel", "subcategory": "Outdoor and Athletic Apparel", "similarity": 0.8923, "drivers": [ "J02", "G03", "N01", "M01", "A01" ] }, { "handle": "cyclebar", "title": "CycleBar", "category": "Fitness & Wellness", "subcategory": "Fitness Centers and Gyms", "similarity": 0.8789, "drivers": [ "J02", "A01", "A04", "A03", "J01" ] }, { "handle": "j-crew-factory", "title": "J. Crew Factory", "category": "Apparel", "subcategory": "General", "similarity": 0.8782, "drivers": [ "A04", "J02", "A01", "A03", "M01" ] }, { "handle": "roosters", "title": "Roosters", "category": "Services", "subcategory": "Hair Salons and Barber Shops", "similarity": 0.8749, "drivers": [ "J02", "A01", "A03", "A04", "M01" ] }, { "handle": "banana-republic", "title": "Banana Republic", "category": "Apparel", "subcategory": "General", "similarity": 0.8722, "drivers": [ "J02", "A04", "A01", "J01", "A03" ] }, { "handle": "ralph-lauren", "title": "Ralph Lauren", "category": "Apparel", "subcategory": "General", "similarity": 0.8692, "drivers": [ "J02", "A01", "A04", "A03", "G03" ] } ] }
Full Attention graph /similarity /affinity /demographics available with  API key: