BrightEdge data signals a meaningful shift in AI user behavior — Gemini nearly tripled its referral share in Q1 2026 while ChatGPT declined for the first time. BrightEdge CEO Jim Yu cautions: "LLM loyalty is weak, and model quality moves behavior. Being first is not enough. You have to deliver the goods every day."