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Two distinct audience neighborhoods define Lexus's top 10: a tight cluster of fellow luxury and near-luxury car makers, and a second cluster of automotive-adjacent services that pulls the shape away from a pure same-kind pattern.
The shape is two-peak. BMW (0.94) and Acura (0.94) sit at the top, separated by less than 0.003 — effectively tied — and represent the car-maker core. Porsche (0.91) and Maserati (0.89) extend that cluster, giving four of the top 10 neighbors the same Car Makers subcategory as Lexus itself. That's a strong same-kind signal, but it isn't the whole story.
The second peak is automotive-adjacent services. Bosch Service (0.92) — a Maintenance and Repair Services entity — lands third overall, ahead of Porsche, and two Car Rental entities follow close behind: Budget Rent A Car (0.92) and Avis Rent A Car (0.90). Together, these three non-manufacturer neighbors form a coherent second cluster around vehicle ownership and mobility services rather than brand aspiration. The remaining top-10 entries — LensCrafters (0.91) and Office Supplies & Services (0.90) — sit outside automotive entirely, suggesting the audience's shape extends into practical, errand-oriented retail as well.
The two-peak structure reveals an audience that straddles luxury-brand consideration and the functional, service-oriented side of car ownership — not purely aspirational, and not purely transactional.
