Introduction
Generative engine optimization is no longer a thought experiment. Brands that treat AI search as a separate channel from traditional SEO are already falling behind on visibility in ChatGPT, Perplexity, and Doubao.
This post outlines what GEO means in practice, how it differs from classic SEO, and where to start if you are building a cross-market strategy.
What changed
Search used to mean ten blue links. Now it means synthesized answers, citations, and brand mentions inside conversational interfaces. The mechanics of authority, structure, and entity clarity still matter — but the surfaces have multiplied.
Conclusion
Start by auditing how your brand appears in AI-generated answers across your priority markets. Then align content, schema, and PR so machines and humans both understand who you are and what you do.
