
Online Reputation in 2026: What the AI Engines Say When Buyers Ask
Online reputation in 2026 is what ChatGPT, Claude, Perplexity, Gemini, and Google AI Overviews say about a brand when buyers ask. The 2021 framing missed the bigger shift: critics and reporters now feed AI engines that generate the answers buyers actually read. Citation Share is the new measurement.







