What should every PR professional know about AI reputation management?

The essentials a PR professional needs on AI reputation come down to five points. AI engines now shape how stakeholders perceive a company alongside, and sometimes ahead of, earned media, because a board member or reporter increasingly asks ChatGPT or Gemini before they read a profile. You influence AI narratives by changing the content and signals the engines read, not by editing the model: the engine doesn’t remember what you tell it and rebuilds every answer fresh from the sources it trusts, so the work is improving and authoritatively anchoring those sources. Multiple models matter, because ChatGPT, Gemini, Copilot, Perplexity, Claude, Grok, Google AI Overviews, and Google AI Mode can each say something different about the same entity, and managing one is not managing the others. Monitoring has to be continuous, since the answers shift as sources and models change, which is what AIQ is built to track. And integration with reputation specialists is now standard practice rather than an edge case, because the tooling and methodology sit outside what a PR firm typically staffs. Get these five right and the rest is detail.