AI Visibility Analyst content
Choosing not to act on AI search visibility is itself a strategy, with its own costs. Every month a competitor appears in AI-generated answers for your category is a month they're building citation history you don't have. Develop your AI search strategy now!
Most people's understanding of AI search was formed from content published in 2024 or early 2025. The landscape has shifted considerably since then. This is the current-state calibration.
SEO, AEO, and GEO aren't competing frameworks. They're three layers that build on each other, and understanding how they stack is the starting point for any AI search visibility strategy.
Google AI Mode doesn't return a ranked list of pages, it synthesizes a direct answer from multiple sources. If you've built a business on organic search traffic, that's not a subtle difference.
Your best-ranking page might be completely invisible in AI search, not because the content is bad, but because traditional SEO rankings and AI citation measure two different things.