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Fragrance Outlet

Retail
Beauty and Cosmetics
Playground →Docs

Two footwear brands sit at the top of Fragrance Outlet's similarity graph — Crocs at 0.85 and Clarks at 0.83 — forming one of the two distinct audience neighborhoods the shape flag identifies.

The second peak is anchored by apparel: Michael Kors (0.81), Kate Spade (0.74), and Vera Bradley (0.74) represent a cluster of accessible-to-mid-tier fashion and accessories brands. Together, these two neighborhoods — footwear and fashion accessories — define the structural bridge this audience sits on. Oakley (0.73) extends the accessories thread via eyewear.

What's notable is how far down the list the only same-category neighbor appears. Perfumania, the one other Beauty and Cosmetics retailer in the top 10, lands at position seven with a similarity of 0.69 — well below the footwear and apparel cluster above it. The audience Fragrance Outlet shares most closely is not shaped by fragrance or cosmetics retail; it's shaped by outlet-mall and accessible-fashion consumption patterns, with Perfumania a secondary rather than primary signal.

No other Beauty and Cosmetics entity appears in the top 10 besides Perfumania, confirming that same-category overlap is thin at the top of this graph.

The overall picture is an audience defined more by its shopping context — accessible branded apparel and footwear — than by the specific product category of the center entity.

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": "fragrance-outlet", "title": "Fragrance Outlet", "category": "Retail", "subcategory": "Beauty and Cosmetics", "resolved": "fragrance-outlet", "k": 10, "shape": "two-peak", "filter": null, "results": [ { "handle": "crocs", "title": "Crocs", "category": "Apparel", "subcategory": "Footwear", "similarity": 0.8525, "drivers": [ "J02", "A06", "J05", "F04", "E04" ] }, { "handle": "clarks", "title": "Clarks", "category": "Apparel", "subcategory": "Footwear", "similarity": 0.8263, "drivers": [ "J02", "A06", "J05", "N02", "M01" ] }, { "handle": "michael-kors", "title": "Michael Kors", "category": "Apparel", "subcategory": "General", "similarity": 0.8115, "drivers": [ "J02", "A06", "J05", "P02", "M01" ] }, { "handle": "kate-spade", "title": "Kate Spade", "category": "Apparel", "subcategory": "Womens Apparel", "similarity": 0.7413, "drivers": [ "J02", "A06", "M01", "N02", "G03" ] }, { "handle": "vera-bradley", "title": "Vera Bradley", "category": "Apparel", "subcategory": "Jewelry and Accessories", "similarity": 0.736, "drivers": [ "J02", "A06", "E06", "F04", "N02" ] }, { "handle": "oakley", "title": "Oakley", "category": "Apparel", "subcategory": "Eyewear", "similarity": 0.7295, "drivers": [ "J02", "P06", "M01", "P02", "N02" ] }, { "handle": "perfumania", "title": "Perfumania", "category": "Retail", "subcategory": "Beauty and Cosmetics", "similarity": 0.6905, "drivers": [ "J02", "E04", "P02", "P06", "A06" ] }, { "handle": "lacoste", "title": "Lacoste", "category": "Apparel", "subcategory": "General", "similarity": 0.6879, "drivers": [ "J02", "A06", "M01", "N02", "J05" ] }, { "handle": "calvin-klein", "title": "Calvin Klein", "category": "Apparel", "subcategory": "General", "similarity": 0.6615, "drivers": [ "J02", "A06", "M01", "P02", "N02" ] }, { "handle": "guess-factory", "title": "GUESS Factory", "category": "Apparel", "subcategory": "General", "similarity": 0.6505, "drivers": [ "J02", "A06", "P02", "M01", "N02" ] } ] }
Full Attention graph /similarity /affinity /demographics available with  API key: