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The CMO’s Guide to Evaluating Enterprise AEO Platforms

Learn how to evaluate AEO vendors and platforms using our CMO decision framework and head-to-head comparison of Conductor and Profound.

Download the guide

Most platforms measure AI visibility. Few help you win it.

This in-depth guide gives you the decision framework marketing leaders need when evaluating AEO platforms in 2026—including a side-by-side look at Conductor vs. Profound and critical questions to ask any vendor you’re considering.

Inside the guide:

  • The 5 questions that reveal whether a vendor is built for enterprise scale
  • A full comparison across data integrity, actionability, scope, measurement, scale, and agentic readiness
  • The standards CMOs should hold AI visibility platforms to—now and through the agentic era
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