Google’s AI Overviews and AI Mode don’t surface sources the same way, and that matters for how your brand shows up in search.
How different are they?
Different enough that treating them as a single channel could mean missing critical gaps in your visibility strategy.
To understand how each works, we analyzed 1,540 real-world queries to map how they cite and display domains.
We asked:
ChatGPT, Claude, Gemini, Perplexity, and Google's AI surfaces all arrived at practically the same time, so most marketers built one AI search strategy to cover them all. This week, Michael makes the case that these platforms have grown too different...
ChatGPT, Perplexity, Google AI Overviews, and Claude retrieve and cite sources in completely different ways, so a single AI visibility score can't tell you anything useful. This is the platform-by-platform framework for measuring what's actually happening on each one.
Your AI visibility tools are showing you two metrics that many teams treat as the same signal: how often your brand gets mentioned in AI answers and how often it gets cited. Understanding what each means is the first step...
Expand your visibility with a data-driven strategy.
