Sonata Insights is a boutique advisory and research firm founded by former EMARKETER principal analyst Debra Aho Williamson. The consultancy helps brands, agencies, and platforms navigate how consumer generative AI adoption is transforming paid media, AI search, and digital advertising ecosystems through custom research, consulting, and market forecasts.