BMW (social) sits at the top of Maria Sharapova's similarity graph with a score of 0.79 — and the rest of the top 10 extends that pattern rather than breaking it. No other athlete appears anywhere in the top 10.
The shape is a spike: BMW (social) leads at 0.79, with a noticeable drop to RingCentral at 0.72 and Apple Podcasts at 0.72, then a gradual descent through Mercedes-Benz USA (0.70), Rolex (0.70), Lenovo (0.70), Ryan Foland (0.70), Binance (0.69), Cointelegraph (0.69), and Land Rover USA (0.68). By subcategory, the top 10 breaks down as: Auto (BMW, Mercedes-Benz USA, Land Rover USA), B2B (RingCentral), Entertainment Platforms (Apple Podcasts), Fashion (Rolex), Technology (Lenovo), Professionals (Ryan Foland), Finance (Binance), and Websites (Cointelegraph). That is a cross-kind cluster almost entirely composed of premium brands and business-oriented entities — not sports, not tennis, not fellow athletes. The three Auto brands alone account for three of the ten slots, and the Finance and B2B entries reinforce a tilt toward corporate and professional audiences.
Sharapova's audience shape is defined less by sport than by an affinity for premium, business-facing brands — a profile that sits closer to a luxury auto launch than to a tennis draw.