Google added Gemini 3 to AI overviews and added the ability to ask follow-up questions in AI Mode. Aside from retooling Google search, the company is also creating a data flywheel that feeds back into Gemini training. Here's the bet: Google's Gemini app and search will ultimately merge into one experience.