There is a buzzword echoing in marketing boardrooms, and it is getting expensive fast: GEO, or Generative Engine Optimization.
The legitimate idea is simple: brands need to understand how they appear inside AI-mediated discovery. The problem starts when vendors imply that answer-engine visibility can be guaranteed like a paid placement.
AI search and answer systems do not behave like static shelves. They synthesize, cite, omit, and reframe based on model behavior, source context, user intent, and platform design. That makes the work important, but also harder to promise with certainty.
The practical path is not to buy guaranteed mindshare. It is to build stronger source authority, clearer positioning, better public proof, and content that gives answer engines something reliable to work with.