- Listen to Podcast
- Introduction: The Ground is Shifting
- What the Data Says About AI Citation Volatility
- Why AI Citations Are So Unstable
- The SEO Implications: Beyond Rankings
- What You Can Do About It (Answer Engine Optimization / GEO)
- A Practical Example: Before and After
- The Bigger Picture: What This Means for the Future of SEO
- Conclusion: Embrace the Flux
- F.A.Q.
Listen to Podcast
Introduction: The Ground is Shifting
Everyone’s obsessed with rankings. Page one or bust, right? But that’s just it—rankings are no longer the only game in town. Thanks to Large Language Models (LLMs) like Google AI Mode, Perplexity, and ChatGPT, the battleground for visibility has moved.
And here’s the kicker: what gets cited by AI search today might vanish tomorrow.
If you’ve ever noticed your site mentioned in an AI-generated answer one month and completely missing the next, you’ve experienced what’s now being called AI citation volatility. The truth is, this isn’t just some passing quirk. It’s a fundamental change in how visibility works.
Let me explain.
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