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Vans

Apparel
Footwear
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The two strongest pulls in Vans' similarity graph are fast casual dining brands — Panda Express at 0.91 and The Habit Burger Grill at 0.91 — not other footwear labels, which is the cross-kind finding that defines this shape.

The "two-peak" classification reflects a real structural split in the top 10. One cluster is food and beverage: alongside Panda Express and The Habit Burger Grill, Jamba (0.90) and Blaze Pizza (0.88) extend a run of Restaurants & Eateries neighbors that accounts for four of the top six positions. The second cluster is apparel and retail: Macy's (0.90) anchors a group that includes ALDO (0.87), Tommy Hilfiger (0.86), and Wetzel's Pretzels (0.87) — the last of which bridges both clusters as a mall-corridor food brand. Within the top 10, ALDO is the only other Footwear subcategory entry; Nike appears further down the list at 0.83. The audience Vans draws looks less like a dedicated sneaker crowd and more like a broad suburban-mall consumer base that moves between fast casual restaurants, department stores, and general apparel — a shape that bridges two distinct commercial neighborhoods rather than concentrating in one.

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": "vans", "title": "Vans", "category": "Apparel", "subcategory": "Footwear", "resolved": "vans", "k": 10, "shape": "two-peak", "filter": null, "results": [ { "handle": "panda-express", "title": "Panda Express", "category": "Restaurants & Eateries", "subcategory": "Fast Casual Dining", "similarity": 0.9106, "drivers": [ "A06", "E06", "E03", "P03", "M01" ] }, { "handle": "habit-burger-grill", "title": "The Habit Burger Grill", "category": "Restaurants & Eateries", "subcategory": "Fast Casual Dining", "similarity": 0.9086, "drivers": [ "E03", "E06", "A06", "N01", "P03" ] }, { "handle": "macy-s", "title": "Macy's", "category": "Retail", "subcategory": "Department Stores", "similarity": 0.9006, "drivers": [ "E06", "N01", "M01", "M03", "N02" ] }, { "handle": "jamba", "title": "Jamba", "category": "Restaurants & Eateries", "subcategory": "Juice and Smoothies", "similarity": 0.8952, "drivers": [ "E06", "A06", "G02", "H04", "E03" ] }, { "handle": "blaze-pizza", "title": "Blaze Pizza", "category": "Restaurants & Eateries", "subcategory": "Casual Dining", "similarity": 0.882, "drivers": [ "E06", "A06", "N01", "H04", "N02" ] }, { "handle": "aldo", "title": "ALDO", "category": "Apparel", "subcategory": "Footwear", "similarity": 0.8749, "drivers": [ "E06", "N01", "M03", "M01", "P03" ] }, { "handle": "wetzel-s-pretzels", "title": "Wetzel's Pretzels", "category": "Restaurants & Eateries", "subcategory": "QSR", "similarity": 0.8708, "drivers": [ "E06", "F04", "E03", "A06", "P03" ] }, { "handle": "tommy-hilfiger", "title": "Tommy Hilfiger", "category": "Apparel", "subcategory": "General", "similarity": 0.8616, "drivers": [ "A06", "E06", "M01", "M03", "N01" ] }, { "handle": "chevron-extra-mile", "title": "Chevron Extra Mile", "category": "Convenience & Fuel", "subcategory": "Gas Stations", "similarity": 0.8562, "drivers": [ "N01", "M03", "N02", "M04", "E06" ] }, { "handle": "costco", "title": "Costco", "category": "Big Box", "subcategory": "Big Box Retailers", "similarity": 0.849, "drivers": [ "A06", "E06", "G02", "N01", "M03" ] } ] }
Full Attention graph /similarity /affinity /demographics available with  API key: