AI search reporting for CMOs and leadership

By the Variask team · Updated

In short

AI search reporting for leadership answers three questions: how often AI recommends us against our rivals, whether that is really changing, and what it is worth. Good reports show share of voice with likely ranges, flag only real changes, and connect visibility to AI referred traffic and conversions.

  • Share of voice against named rivals.
  • Likely ranges, so noise is not reported as progress.
  • AI referred visits and conversions next to visibility.

What a leadership report should show

  • Share of voice against the rivals leadership cares about.
  • The trend, with likely ranges and real change verdicts.
  • Visibility by market and engine where it differs.
  • AI referred visits and conversions.
  • The three actions planned for next month.

Common mistakes

  • Reporting one screenshot of one answer as proof.
  • Celebrating moves that are within normal noise.
  • Mixing engines and markets into one number without context.
  • Showing visibility without what it is worth.

Questions

Common questions

Monthly for leadership, weekly for the team doing the work.

Yes. Share a read only report link.

Go further

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Use cases

More use cases