As Google AI Overviews appear on 48% of search queries in 2026, small and medium enterprises must transition from keyword ranking to generative citation engineering. This comprehensive guide details how to structure semantic answer capsules, leverage multi-modal signals, and establish local entity trust to capture high-converting AI traffic.