You can rank #1 on Google and still be completely invisible to the AI that answers your buyer’s question. Most marketing dashboards have no way to even see that gap.
What’s changing about search?
Search is splitting in two. Half your buyers still type into Google. The other half ask ChatGPT, Perplexity, or read Google’s AI Overview, and get a synthesized answer with no blue links. If the AI doesn’t name you in that answer, you didn’t lose a click; you lost the consideration entirely. This is why Answer Engine Optimization (AEO) now sits alongside SEO.
Why do you need to measure AEO?
Because you can’t improve what you never look at, and almost nobody is tracking whether AI engines actually cite them. SEO has a decade of dashboards. AEO has almost none, which means it’s also where the easy advantage still is.
What is an AEO Scorecard?
A simple monthly check of your Answer-Engine visibility. Track six things:
- Named or not. Ask your top 10 buyer questions in ChatGPT and Perplexity. Are you mentioned?
- Share of voice. How often you appear versus named competitors in those answers.
- Cited sources. Which pages the AI pulls from, your site, or a third party talking about you?
- Accuracy. Are your facts, pricing, and positioning quoted correctly?
- Third-party mentions. AI weights what others say about you (reviews, roundups, forums) heavily, track them.
- Trend. Cited more or less than last month?
How do you improve the score?
Publish clear, question-shaped, citable content; earn third-party mentions and reviews; keep your facts consistent across the web. AEO rewards clarity and credibility over keyword density.
The takeaway
SEO gets you found. AEO gets you cited. In 2026, you need a number for both, and the scorecard is where you start.
FAQ
How often should I run it? Monthly is enough to see trend without the noise.
Do I need a paid tool? No, you can run the first version by hand in an afternoon. Tools help once you’ve proven it matters.