Lesson 8.3 · 31/3212 min7 sources
How to Report AEO Results to Clients and Stakeholders
How to report AEO results to clients and stakeholders: appearance rate, citation share, AI referrals and impressions, honest variance and expectations.
You'll be able to
- ✓Choose and calculate the core AEO metrics
- ✓Explain run-to-run variance honestly to non-specialists
- ✓Structure a monthly AEO report
- ✓Package AEO services without overpromising
The short answer
Report AEO with four numbers: appearance rate across a fixed prompt basket, citation share versus named competitors, AI referral sessions and conversions from analytics, and AI feature impressions from Search Console and Bing Webmaster Tools. Show monthly trends, explain that individual answers vary run to run, and never promise placements. Tie visibility to pipeline where you can.
Inside this lesson
- The metrics
- Explaining variance without losing trust
- A monthly report template
- Setting expectations
- Packaging AEO services ethically
- Hands-on exercise + knowledge check
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