Share

Ram

Automotive
Car Makers
Playground →Docs

Beltone — a hearing health provider — sits at 0.94 in Ram's top 10, making it the third-closest neighbor and the sharpest cross-kind signal in the set. That placement, between two truck makers and ahead of several other automakers, is the structural surprise that defines this audience's shape.

The shape is broad: scores run from 0.96 down to 0.90 across the top 10, with no single neighbor pulling far ahead of the rest. Ford Motor Company leads at 0.96, followed by GMC at 0.95, then Beltone at 0.94, then Chevrolet at 0.93 and Buick at 0.93. That's four fellow Car Makers in the top five — the audience is strongly shaped by its own kind. But the sixth position belongs to Polaris (0.93, Motorcycles subcategory), and the seventh to Godfather's Pizza (0.91, Fast Casual Dining) — a regional pizza chain whose audience composition apparently mirrors Ram's closely enough to rank ahead of Dodge (0.90, Car Makers), which appears at position eleven. Rounding out the top 10 are RP Lumber (0.91) and Fastenal (0.90), both Home Improvement and Hardware retailers, and the Home Improvement & Hardware category aggregate at 0.90. Tallying the subcategories: four Car Makers, one Motorcycles, three Home Improvement and Hardware, one Fast Casual Dining, and one Health and Medical Services.

The pattern that emerges is a working-trades, rural-market audience — one that overlaps with truck competitors and power-sports brands, but equally with hardware retail and, notably, hearing health services, suggesting an older skew within that core.

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": "ram", "title": "Ram", "category": "Automotive", "subcategory": "Car Makers", "resolved": "ram", "k": 10, "shape": "broad", "filter": null, "results": [ { "handle": "ford-motor-company", "title": "Ford Motor Company", "category": "Automotive", "subcategory": "Car Makers", "similarity": 0.9648, "drivers": [ "M01", "L02", "O01", "M03", "K01" ] }, { "handle": "gmc-general-motors-company", "title": "GMC (General Motors Company)", "category": "Automotive", "subcategory": "Car Makers", "similarity": 0.95, "drivers": [ "M01", "L02", "O01", "M03", "K01" ] }, { "handle": "beltone", "title": "Beltone", "category": "Services", "subcategory": "Health and Medical Services", "similarity": 0.9363, "drivers": [ "M01", "L02", "M03", "O01", "K01" ] }, { "handle": "chevrolet", "title": "Chevrolet", "category": "Automotive", "subcategory": "Car Makers", "similarity": 0.9298, "drivers": [ "M01", "L02", "O01", "M03", "K01" ] }, { "handle": "buick", "title": "Buick", "category": "Automotive", "subcategory": "Car Makers", "similarity": 0.9292, "drivers": [ "M01", "L02", "O01", "M03", "K01" ] }, { "handle": "polaris", "title": "Polaris", "category": "Automotive", "subcategory": "Motorcycles", "similarity": 0.9286, "drivers": [ "M01", "L02", "M03", "K01", "O01" ] }, { "handle": "godfather-s-pizza", "title": "Godfather's Pizza", "category": "Restaurants & Eateries", "subcategory": "Fast Casual Dining", "similarity": 0.9139, "drivers": [ "M01", "L02", "O01", "M03", "M04" ] }, { "handle": "rp-lumber", "title": "RP Lumber", "category": "Retail", "subcategory": "Home Improvement and Hardware", "similarity": 0.9098, "drivers": [ "M01", "M03", "O01", "L02", "M04" ] }, { "handle": "fastenal", "title": "Fastenal", "category": "Retail", "subcategory": "Home Improvement and Hardware", "similarity": 0.9039, "drivers": [ "M01", "L02", "O01", "M03", "M04" ] }, { "handle": "home-improvement-and-hardware", "title": "Home Improvement & Hardware", "category": "Retail", "subcategory": "Home Improvement and Hardware", "similarity": 0.9008, "drivers": [ "M01", "L02", "K01", "O01", "M03" ] } ] }
Full Attention graph /similarity /affinity /demographics available with  API key: