GEO & SEO for Automotive Platforms: Getting Surfaced Where Buyers Search and Ask AI

Automotive SEO for platforms now means winning two surfaces at once: classic organic rankings and citations inside AI Overviews and ChatGPT. Buyers spend roughly 14 hours researching before contact, and most of that happens before they ever reach your marketplace. This guide shows platform operators how to combine SEO and generative engine optimization to get surfaced, cited, and chosen at the research stage.