Your Reputation Now Lives Inside AI Answers

"For years, reputation management was about placement: Where do you rank? What appears on page one? Can you push a negative result down? That still matters. It just is not the whole game anymore. In our own client base, approximately 40% of reputation issues are originating in AI summaries. On the narrative control side, the advantage is shifting toward those who understand the new layer."

"But Google is a different story. It requires constant attention. Links that have been suppressed for years are always trying to fight their way back to the first page. We hold the line, but it comes at a cost. Too much effort is still being pulled away from what matters most now, which is managing the future: AI summaries. So while the conventional view is that Google is stable and AI is volatile, my experience lately has been the opposite."

"There is a distinction that has been lost in this conversation. Answer Engine Optimization and Generative Engine Optimization are real disciplines. Both are growing. They exist to help your brand surface when someone is shopping or comparing. They are marketing tools, and they work for marketing problems. Reputation management is different. It is about controlling how a person or organization is presented when AI is asked to summarize them."

A reputation management approach focused on search placement is no longer sufficient because AI summaries are generating a large share of reputation issues. Google still demands constant attention as suppressed links attempt to return to page one, but effort is increasingly being diverted away from managing AI summaries. Conventional assumptions about stability versus volatility are challenged by recent experience. Answer Engine Optimization and Generative Engine Optimization are distinct marketing disciplines that help brands surface during shopping or comparison. Reputation management is different because it controls how a person or organization is presented when AI summarizes them, addressing narrative framing rather than product consideration.

Read at Forbes