What is the difference between SEO, AEO and agent optimization?

Answer

SEO focuses primarily on making content discoverable through search engines. Answer-engine optimization focuses on making information understandable and usable in generated answers. Agent optimization goes further by considering whether software can use that information to compare alternatives and take commerce actions. The disciplines overlap substantially.

Why this matters

New terminology can encourage unnecessary teams, vendors and dashboards before the business problem is clearly defined.

What management should examine

  • Identify common information requirements.
  • Design one content architecture for humans and machines.
  • Use direct answers where questions are explicit.
  • Connect product and explanatory content.

What good looks like

One coherent content and product-information architecture supports humans, search engines and agents.

Related questions and resources

James Thomson – former Amazon executive, four successful exits, board member/investor, and author of two books on marketplace governance and brand strategy.

The Agentic Commerce Brief

What changed in agentic commerce, and what it means for brands.

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