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MotorTrend's top 10 neighbors span automotive media, Las Vegas hotels, a fast-food chain, and a poker website — a breadth that signals a mass-market audience shape rather than a tightly defined enthusiast niche.
The shape is broad, with no single neighbor dominating. Car and Driver leads at 0.78, the only score that clears the mid-range threshold by a meaningful margin. Below it, the drop is gradual: Autoblog at 0.58 and Autoweek at 0.58 form a secondary automotive-media cluster alongside Automotive News at 0.52. That's four automotive publications or websites in the top five — the clearest structural signal in the set. But the remaining six neighbors pull in entirely different directions: Microsoft 365 at 0.52, Acura (social) at 0.51, Road & Track at 0.47, Palms Casino Resort at 0.47, The Venetian Resort Las Vegas at 0.45, and Five Guys at 0.44. The Hotels subcategory accounts for two of the top 10, and a restaurant and a technology brand each claim one slot — none of which share MotorTrend's own Websites subcategory except Autoblog. The cross-category spread, from automotive magazines to casino resorts to productivity software, indicates that the audience's shape is defined by something broader than automotive interest alone.
The top 10 collectively describe an audience that overlaps strongly with automotive media but extends into mainstream consumer and entertainment brands in ways that no single secondary cluster can fully explain.
