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Car Makers

Automotive
Car Makers
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The single strongest pull in Car Makers' top 10 is Miracle-Ear at 0.70 — a hearing health services brand, not another automaker. That cross-kind lead sets the tone for a neighbor set that is almost entirely composed of non-automotive entities.

The shape is broad: scores descend gradually from 0.70 down to 0.61, with no single neighbor dominating and no sharp drop-off. The next four closest are Health & Medical Services (0.65), Culver's (0.65), Carpet One Floor & Home (0.65), and AmericInn (0.64) — spanning health services, quick-service restaurants, home furnishings, and mid-range hotels. Fantastic Sams (0.64), a beauty salon chain, rounds out the upper tier. The subcategory distribution across the top 10 is strikingly varied: health and medical services, QSR, home goods, mid-range hotels, beauty salons, politicians, a sports league, and only two fellow Car Makers — Chevrolet (0.63) and Ram (0.61). The dominant pattern is service and retail brands with a regional, everyday-consumer character; the automotive category itself is a minority presence in its own nearest neighborhood.

Chuck Grassley (0.64) and USA Hockey (0.61) are the most structurally unexpected entries — a politician and a sports league — pointing to a geographic or demographic tilt in the audience that cuts across category lines.

The broad shape here reflects an audience whose composition is defined less by automotive interest than by a consistent consumer profile that spans health services, home improvement, casual dining, and regional hospitality.

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": "car-makers", "title": "Car Makers", "category": "Automotive", "subcategory": "Car Makers", "resolved": "car-makers", "k": 10, "shape": "broad", "filter": null, "results": [ { "handle": "miracle-ear", "title": "Miracle-Ear", "category": "Services", "subcategory": "Health and Medical Services", "similarity": 0.702, "drivers": [ "M01", "L02", "O01", "L04", "F03" ] }, { "handle": "health-and-medical-services", "title": "Health & Medical Services", "category": "Services", "subcategory": "Health and Medical Services", "similarity": 0.6499, "drivers": [ "M01", "L02", "O01", "L04", "P02" ] }, { "handle": "culver-s", "title": "Culver's", "category": "Restaurants & Eateries", "subcategory": "QSR", "similarity": 0.6491, "drivers": [ "L02", "M01", "O01", "P06", "P02" ] }, { "handle": "carpet-one-floor-and-home", "title": "Carpet One Floor & Home", "category": "Retail", "subcategory": "Home Goods and Furnishings", "similarity": 0.6475, "drivers": [ "M01", "L02", "O01", "P02", "P06" ] }, { "handle": "americinn", "title": "AmericInn", "category": "Hospitality & Lodging", "subcategory": "Mid-range Hotels", "similarity": 0.6437, "drivers": [ "M01", "L02", "O01", "F03", "F01" ] }, { "handle": "fantastic-sams", "title": "Fantastic Sams", "category": "Services", "subcategory": "Beauty Salons and Spas", "similarity": 0.6432, "drivers": [ "L02", "O01", "P04", "P02", "P06" ] }, { "handle": "chuckgrassley", "title": "Chuck Grassley", "category": "Celebrities and Influencers", "subcategory": "Politicians", "similarity": 0.6359, "drivers": [ "M01", "L02", "P02", "P06", "P04" ] }, { "handle": "chevrolet", "title": "Chevrolet", "category": "Automotive", "subcategory": "Car Makers", "similarity": 0.6254, "drivers": [ "M01", "L02", "O01", "M03", "P02" ] }, { "handle": "usahockey", "title": "USA Hockey", "category": "Organizations", "subcategory": "Sports Leagues", "similarity": 0.6142, "drivers": [ "P02", "A04", "P06", "P04", "L02" ] }, { "handle": "ram", "title": "Ram", "category": "Automotive", "subcategory": "Car Makers", "similarity": 0.6097, "drivers": [ "M01", "L02", "O01", "M03", "L04" ] } ] }
Full Attention graph /similarity /affinity /demographics available with  API key: