Measurement may include:

  • Organic impressions
  • Search rankings
  • Organic traffic
  • Non-branded visibility
  • Query and topic coverage
  • Engagement
  • Conversions
  • AI referral traffic
  • Controlled prompt testing
  • Citation or source visibility
  • Accuracy of AI-generated brand descriptions
  • Competitor visibility
  • Performance of newly created content

The final measurement framework depends on your objectives and available data.