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Acura

Automotive
Car Makers
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Acura's top 10 nearest neighbors span six different categories — Car Makers, Fitness Centers and Gyms, Office Supplies and Services, Eyewear, Children's Education, Beauty Salons and Spas, Pharmacies and Drugstores, and more — with no single neighbor pulling far ahead of the rest. That breadth is the defining structural feature of this audience.

The shape is broad. Lexus leads at 0.94, followed closely by BMW at 0.91 and Volkswagen at 0.91 — three fellow Car Makers forming the top of the cluster. But the scores compress quickly: Fitness Centers & Gyms sits at 0.89, Office Supplies & Services at 0.89, LensCrafters at 0.89, Children's Education at 0.88, Phenix Salon Suites at 0.88, Maserati at 0.87, and CVS Pharmacy at 0.87. The gap between first and tenth is only 0.07 — a narrow band by any measure.

The cross-kind composition is the real finding. Five of the top 10 neighbors are not Car Makers at all: they are a gym category, a retail office-services category, an eyewear retailer, a children's education category, and a beauty salon franchise. Acura's audience shape overlaps as strongly with service and retail brands oriented around household and personal upkeep as it does with other automotive marques. The three Car Makers in the top 10 — Lexus, BMW, and Maserati — are all positioned at the premium end of the market, which gives the automotive cluster a consistent character, but they share the top 10 with a notably diverse set of non-automotive neighbors.

This broad, cross-category pattern suggests an audience whose shape is defined less by automotive interest alone and more by a consistent lifestyle footprint that spans fitness, personal services, and family-oriented retail.

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": "acura", "title": "Acura", "category": "Automotive", "subcategory": "Car Makers", "resolved": "acura", "k": 10, "shape": "broad", "filter": null, "results": [ { "handle": "lexus", "title": "Lexus", "category": "Automotive", "subcategory": "Car Makers", "similarity": 0.9366, "drivers": [ "J02", "J01", "J04", "M01", "N01" ] }, { "handle": "bmw", "title": "BMW", "category": "Automotive", "subcategory": "Car Makers", "similarity": 0.9129, "drivers": [ "N01", "J01", "M01", "N03", "J02" ] }, { "handle": "volkswagen", "title": "Volkswagen", "category": "Automotive", "subcategory": "Car Makers", "similarity": 0.9088, "drivers": [ "J01", "A04", "N01", "N02", "J04" ] }, { "handle": "fitness-centers-and-gyms", "title": "Fitness Centers & Gyms", "category": "Fitness & Wellness", "subcategory": "Fitness Centers and Gyms", "similarity": 0.8913, "drivers": [ "M01", "J01", "A04", "N01", "K01" ] }, { "handle": "office-supplies-and-services", "title": "Office Supplies & Services", "category": "Retail", "subcategory": "Office Supplies and Services", "similarity": 0.8886, "drivers": [ "J01", "J04", "M01", "N01", "N02" ] }, { "handle": "lenscrafters", "title": "LensCrafters", "category": "Apparel", "subcategory": "Eyewear", "similarity": 0.8875, "drivers": [ "N02", "M01", "N01", "K01", "N03" ] }, { "handle": "children-s-education", "title": "Children's Education", "category": "Education", "subcategory": "Childrens Education", "similarity": 0.8802, "drivers": [ "A01", "J01", "A04", "M01", "N01" ] }, { "handle": "phenix-salon-suites", "title": "Phenix Salon Suites", "category": "Services", "subcategory": "Beauty Salons and Spas", "similarity": 0.8771, "drivers": [ "J02", "N01", "M01", "M03", "N02" ] }, { "handle": "maserati", "title": "Maserati", "category": "Automotive", "subcategory": "Car Makers", "similarity": 0.8734, "drivers": [ "A01", "J04", "M01", "J01", "N01" ] }, { "handle": "cvs-pharmacy", "title": "CVS Pharmacy", "category": "Retail", "subcategory": "Pharmacies and Drugstores", "similarity": 0.8726, "drivers": [ "M01", "N03", "K01", "N01", "N02" ] } ] }
Full Attention graph /similarity /affinity /demographics available with  API key: