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Ford Mustang

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Auto
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Ford Mustang's nearest audiences span auto brands, big-box retail, fast food, firearms, and gaming — no single category dominates, and the spread across subcategories is unusually wide for a single auto brand.

The shape is broad. Dodge (social) leads at 0.88, followed closely by Walmart at 0.87 — a big-box retailer sitting just behind a direct auto competitor. Chevrolet (social) comes in at 0.86 and Big Box Retailers at 0.85, confirming that mass-market retail audiences overlap nearly as strongly as fellow auto brands. Pizza Hut at 0.84 and Walmart Pharmacy at 0.83 extend the pattern further into everyday consumer categories. GMC (0.83) and Jack Daniel's (0.82) round out the upper tier, with O'Reilly Auto Parts (0.82) and Texas Roadhouse (0.82) closing the top 10.

Tallying the top 10 by subcategory: three are Auto (Dodge, Chevrolet, GMC), two are Big Box Retailers (Walmart, Big Box Retailers), one is Fast Casual Dining (Pizza Hut), one is Pharmacies and Drugstores (Walmart Pharmacy), one is Alcohol (Jack Daniel's), one is Parts and Accessories (O'Reilly Auto Parts), and one is Restaurant (Texas Roadhouse). The auto neighbors are present but do not dominate — the majority of the top 10 comes from outside the Auto subcategory entirely. The cross-kind pull toward mass retail and casual dining is the defining structural feature here.

This audience shape reflects a broad, mainstream consumer base with no single category holding a commanding position.

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": "fordmustang", "title": "Ford Mustang", "category": "Brands", "subcategory": "Auto", "resolved": "fordmustang", "k": 10, "shape": "broad", "filter": null, "results": [ { "handle": "dodge_social", "title": "Dodge (social)", "category": "Brands", "subcategory": "Auto", "similarity": 0.8756, "drivers": [ "G01", "A02", "J02", "G03", "N04" ] }, { "handle": "walmart", "title": "Walmart", "category": "Big Box", "subcategory": "Big Box Retailers", "similarity": 0.8659, "drivers": [ "N01", "A02", "G01", "G03", "I01" ] }, { "handle": "chevrolet_social", "title": "Chevrolet (social)", "category": "Brands", "subcategory": "Auto", "similarity": 0.8626, "drivers": [ "A02", "G01", "N04", "J02", "G03" ] }, { "handle": "big-box-retailers", "title": "Big Box Retailers", "category": "Big Box", "subcategory": "Big Box Retailers", "similarity": 0.8549, "drivers": [ "G01", "A02", "J02", "G03", "N01" ] }, { "handle": "pizza-hut", "title": "Pizza Hut", "category": "Restaurants & Eateries", "subcategory": "Fast Casual Dining", "similarity": 0.8407, "drivers": [ "N01", "A02", "P02", "G01", "N04" ] }, { "handle": "walmart-pharmacy", "title": "Walmart Pharmacy", "category": "Retail", "subcategory": "Pharmacies and Drugstores", "similarity": 0.8281, "drivers": [ "A02", "G01", "G03", "M01", "N01" ] }, { "handle": "gmc", "title": "GMC", "category": "Brands", "subcategory": "Auto", "similarity": 0.8256, "drivers": [ "G01", "J02", "A02", "N04", "G03" ] }, { "handle": "jackdaniels_us", "title": "Jack Daniel's", "category": "Brands", "subcategory": "Alcohol", "similarity": 0.8248, "drivers": [ "N04", "J02", "A02", "G01", "N03" ] }, { "handle": "o-reilly-auto-parts", "title": "O'Reilly Auto Parts", "category": "Automotive", "subcategory": "Parts and Accessories", "similarity": 0.8239, "drivers": [ "P02", "J02", "N01", "G01", "A02" ] }, { "handle": "texasroadhouse", "title": "Texas Roadhouse", "category": "Brands", "subcategory": "Restaurant", "similarity": 0.8237, "drivers": [ "G01", "A02", "N01", "I01", "G03" ] } ] }
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