How to Track AI Search Share of Voice and Brand Mentions
Hey Hackers!
Remember when "ranking #1" meant something? In 2026, a growing share of buyers never see a ranked list at all. They ask ChatGPT, Perplexity, or Google's AI Overviews for a recommendation, and the AI just answers. One name, maybe three.
If your brand isn't in that answer, you don't exist.
Here's why that shift deserves a spot on your dashboard.
Why This Matters Now
One independent study measured the correlation between Google organic rank and ChatGPT citation at close to zero. Being #1 on Google tells you almost nothing about whether ChatGPT recommends you.
3. The engines don't even agree with each other.
Researchers comparing Google AI Overviews, Google AI Mode, and ChatGPT on identical queries found the three named the same brands only about a third of the time. Optimizing for one engine can leave you completely blind on the other two.
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