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MotoMart

Convenience & Fuel
Convenience Stores
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Sleep Outfitters, a furniture retailer, sits at the top of MotoMart's neighbor set with a similarity of 0.88 — the kind of cross-kind pairing that signals something structural about this audience rather than anything thematic. The shape is broad: no single neighbor dominates, and the scores descend gradually from 0.88 down to 0.80 across the top 10, with meaningful overlap spread across a wide mix of entity types.

Tallying the subcategories across the top 10 reveals a genuinely mixed cluster. Restaurants & Eateries account for four of the ten neighbors — Hot Head Burritos (0.84, Fast Casual Dining), Shoney's (0.83, Casual Dining), East of Chicago (0.82, QSR), and Bob Evans (0.81, Casual Dining). Convenience & Fuel contributes two: Hucks (0.83) and Hy-Vee Fast & Fresh (0.83), both fellow Convenience Stores. Hy-Vee Gas Station (0.83) adds a Gas Stations entry from the same category. The remaining three span Financial (First Financial Bank, 0.82), Retail (Sleep Outfitters, 0.88), and Restaurants again with O'Charley's (0.80). Only two of the ten neighbors share MotoMart's own subcategory (Convenience Stores), meaning the audience shape is defined less by the convenience-store category itself and more by a broader Midwestern everyday-commerce pattern — casual dining, fuel stops, community banking, and value retail all drawing from the same audience pool.

The broad shape here reflects an audience that moves fluidly across routine, place-based spending categories rather than clustering tightly around any single 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": "motomart", "title": "MotoMart", "category": "Convenience & Fuel", "subcategory": "Convenience Stores", "resolved": "motomart", "k": 10, "shape": "broad", "filter": null, "results": [ { "handle": "sleep-outfitters", "title": "Sleep Outfitters", "category": "Retail", "subcategory": "Furniture Stores", "similarity": 0.8761, "drivers": [ "A02", "A03", "A06", "E01", "E02" ] }, { "handle": "hot-head-burritos", "title": "Hot Head Burritos", "category": "Restaurants & Eateries", "subcategory": "Fast Casual Dining", "similarity": 0.8446, "drivers": [ "A02", "A03", "A06", "E01", "E03" ] }, { "handle": "hucks", "title": "Hucks", "category": "Convenience & Fuel", "subcategory": "Convenience Stores", "similarity": 0.8314, "drivers": [ "N02", "A02", "A03", "A06", "E01" ] }, { "handle": "hy-vee-gas-station", "title": "Hy-Vee Gas Station", "category": "Convenience & Fuel", "subcategory": "Gas Stations", "similarity": 0.8312, "drivers": [ "A06", "F04", "I01", "J02", "N03" ] }, { "handle": "hy-vee-fast-and-fresh", "title": "Hy-Vee Fast & Fresh", "category": "Convenience & Fuel", "subcategory": "Convenience Stores", "similarity": 0.8276, "drivers": [ "N02", "A06", "F04", "I01", "J02" ] }, { "handle": "shoney-s", "title": "Shoney's", "category": "Restaurants & Eateries", "subcategory": "Casual Dining", "similarity": 0.8252, "drivers": [ "A02", "A03", "A06", "E01", "E03" ] }, { "handle": "first-financial-bank", "title": "First Financial Bank", "category": "Financial", "subcategory": "Banks", "similarity": 0.8212, "drivers": [ "A02", "A06", "E05", "E06", "F04" ] }, { "handle": "east-of-chicago", "title": "East of Chicago", "category": "Restaurants & Eateries", "subcategory": "QSR", "similarity": 0.8165, "drivers": [ "L02", "A02", "A03", "A06", "E01" ] }, { "handle": "bob-evans", "title": "Bob Evans", "category": "Restaurants & Eateries", "subcategory": "Casual Dining", "similarity": 0.8067, "drivers": [ "A06", "N03", "E06", "Q01", "L02" ] }, { "handle": "o-charley-s", "title": "O'Charley's", "category": "Restaurants & Eateries", "subcategory": "Casual Dining", "similarity": 0.8032, "drivers": [ "A02", "A06", "E01", "E03", "E04" ] } ] }
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