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Gabe's

Retail
Department Stores
Playground →Docs

Gabe's nearest audiences span gas stations, car dealerships, casual dining chains, a regional bank, a theme park, and two NFL athletes — no other department store appears in the top 10. That breadth is the defining structural feature of a broad-shape audience: no single neighbor dominates, and the overlap is distributed across everyday, value-oriented touchpoints rather than concentrated in any one retail or lifestyle cluster.

Speedy Cafe leads at 0.90, followed by J.D. Byrider at 0.87 — a gas station and a buy-here-pay-here dealership as the two strongest pulls. Fazoli's (0.86) and Bob Evans (0.85) represent casual dining; First Financial Bank (0.83) is the lone financial institution in the set. Tim Hortons (0.82) and Steak 'n Shake (0.82) add QSR and fast casual; Cedar Point (0.82) is the only destination brand. Rounding out the ten are athletes JuJu Smith-Schuster (0.81) and Ryan Shazier (0.81), both with strong Ohio/Pennsylvania regional ties — consistent with the regional footprint visible across the rest of the set.

The mix — fuel, food, automotive, banking, and regional sports — points to an audience whose shape is defined by practical, geographically rooted consumption rather than any single category affinity.

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": "gabe-s", "title": "Gabe's", "category": "Retail", "subcategory": "Department Stores", "resolved": "gabe-s", "k": 10, "shape": "broad", "filter": null, "results": [ { "handle": "speedy-cafe", "title": "Speedy Cafe", "category": "Convenience & Fuel", "subcategory": "Gas Stations", "similarity": 0.8988, "drivers": [ "N03", "J02", "P02", "Q06", "A02" ] }, { "handle": "j-d-byrider", "title": "J.D. Byrider", "category": "Automotive", "subcategory": "Dealerships", "similarity": 0.8663, "drivers": [ "N03", "Q06", "E06", "J02", "A02" ] }, { "handle": "fazoli-s", "title": "Fazoli's", "category": "Restaurants & Eateries", "subcategory": "Casual Dining", "similarity": 0.8584, "drivers": [ "Q06", "F03", "E06", "N03", "O02" ] }, { "handle": "bob-evans", "title": "Bob Evans", "category": "Restaurants & Eateries", "subcategory": "Casual Dining", "similarity": 0.8527, "drivers": [ "N03", "O01", "E06", "A06", "A02" ] }, { "handle": "first-financial-bank", "title": "First Financial Bank", "category": "Financial", "subcategory": "Banks", "similarity": 0.8321, "drivers": [ "N03", "E06", "P02", "O01", "J02" ] }, { "handle": "tim-hortons", "title": "Tim Hortons", "category": "Restaurants & Eateries", "subcategory": "QSR", "similarity": 0.8215, "drivers": [ "D03", "N03", "P02", "Q06", "J02" ] }, { "handle": "cedarpoint", "title": "Cedar Point", "category": "Brands", "subcategory": "Destinations", "similarity": 0.8205, "drivers": [ "D03", "F03", "O03", "O01", "O02" ] }, { "handle": "steak-n-shake", "title": "Steak 'n Shake", "category": "Restaurants & Eateries", "subcategory": "Fast Casual Dining", "similarity": 0.82, "drivers": [ "N03", "E06", "F03", "P02", "D03" ] }, { "handle": "teamjuju", "title": "JuJu Smith-Schuster", "category": "Celebrities and Influencers", "subcategory": "Athletes", "similarity": 0.8098, "drivers": [ "D03", "O01", "J02", "E06", "A02" ] }, { "handle": "ryanshazier", "title": "Ryan Shazier", "category": "Celebrities and Influencers", "subcategory": "Athletes", "similarity": 0.8083, "drivers": [ "O01", "D03", "E06", "Q06", "O02" ] } ] }
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