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Mercedes Benz

Automotive
Car Makers
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Mercedes-Benz's nearest ten neighbors span automotive peers, enterprise technology brands, B2B platforms, finance figures, and logistics companies — a wide compositional mix with no single subcategory dominating and scores compressed between 0.92 and 0.88.

The shape is flat: the top 10 neighbors sit within a narrow band, and the spread across subcategories is the real finding. Tesla Service Center leads at 0.92, the only Maintenance and Repair Services entry in the set. Three fellow Car Makers follow closely — Audi at 0.89, Infiniti at 0.89, and Porsche at 0.88 — with BMW at 0.88 rounding out the same-kind cluster. That's five Automotive neighbors in the top 10, but the other five come from entirely different categories: Salesforce (Technology, 0.89), Steve Wozniak (Tech Personalities, 0.88), FedEx (Transport and Logistics, 0.88), ARK Invest (Finance, 0.88), and Cathie Wood (Professionals, 0.88). The cross-kind half of the top 10 is concentrated in enterprise tech and finance — Salesforce, ARK Invest, and Cathie Wood all cluster at 0.88 — suggesting the audience that follows Mercedes-Benz also tracks business technology and investment content at comparable rates to following rival car brands.

The flat shape with a split between automotive peers and enterprise/finance figures points to an audience that is simultaneously car-oriented and professionally engaged with technology and capital markets.

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": "mercedes-benz", "title": "Mercedes Benz", "category": "Automotive", "subcategory": "Car Makers", "resolved": "mercedes-benz", "k": 10, "shape": "flat", "filter": null, "results": [ { "handle": "tesla-service-center", "title": "Tesla Service Center", "category": "Automotive", "subcategory": "Maintenance and Repair Services", "similarity": 0.9239, "drivers": [ "A06", "G03", "E06", "A01", "J01" ] }, { "handle": "audi", "title": "Audi", "category": "Automotive", "subcategory": "Car Makers", "similarity": 0.8915, "drivers": [ "A06", "A01", "G03", "A04", "J01" ] }, { "handle": "infiniti", "title": "Infiniti", "category": "Automotive", "subcategory": "Car Makers", "similarity": 0.8854, "drivers": [ "A06", "E06", "M01", "N01", "K01" ] }, { "handle": "salesforce", "title": "Salesforce", "category": "Brands", "subcategory": "Technology", "similarity": 0.8852, "drivers": [ "A06", "A01", "G01", "A03", "G03" ] }, { "handle": "stevewoz", "title": "Steve Wozniak", "category": "Celebrities and Influencers", "subcategory": "Tech Personalities", "similarity": 0.8847, "drivers": [ "A06", "G03", "G02", "G01", "A01" ] }, { "handle": "porsche", "title": "Porsche", "category": "Automotive", "subcategory": "Car Makers", "similarity": 0.881, "drivers": [ "A06", "J02", "A01", "G03", "J01" ] }, { "handle": "fedex", "title": "FedEx", "category": "Industrial & Commercial Service", "subcategory": "Transport and Logistics", "similarity": 0.8792, "drivers": [ "A06", "G03", "G01", "A01", "N01" ] }, { "handle": "arkinvest", "title": "ARK Invest", "category": "Brands", "subcategory": "Finance", "similarity": 0.8784, "drivers": [ "A06", "J02", "A01", "E06", "G03" ] }, { "handle": "bmw", "title": "BMW", "category": "Automotive", "subcategory": "Car Makers", "similarity": 0.878, "drivers": [ "A01", "M01", "J02", "N01", "G03" ] }, { "handle": "cathiedwood", "title": "Cathie Wood", "category": "Celebrities and Influencers", "subcategory": "Professionals", "similarity": 0.877, "drivers": [ "A06", "J02", "A01", "J01", "E06" ] } ] }
Full Attention graph /similarity /affinity /demographics available with  API key: