Lesson 6 of 6
Measuring AEO and Adapting
Engines change monthly and citations are volatile, so AEO is a measure-and-adapt discipline. This lesson covers what to track and how to stay chosen.
Learning objectives
- ▸Choose the right AEO metrics (citation share, AI referrals).
- ▸Set up per-engine measurement on a fixed prompt set.
- ▸Treat tactics as hypotheses and adapt as engines change.
The lesson
Read the full lesson →Adaptability — Can Your System Bend as Engines Change?Adaptability is the eighth and final pillar of the AEO Canon — the engines change monthly, citations are wildly volatile, and they overlap little across engines, so the only permanent advantage is a system that measures and adapts.3 min readKey takeaways
- ▸Measure citation share and AI referral traffic, not just rankings.
- ▸Track per engine — they overlap on only a fraction of citations.
- ▸Citations are volatile (40–60% of sources change monthly), so adapt continuously.
Knowledge check
Knowledge check
0 / 3
1. What's the headline AEO metric?
2. Why measure each engine separately?
3. How should you treat AEO tactics over time?