Adapting SEO for LLMs and AI Search
Vercel shares insights on how search is evolving with AI-first interfaces like ChatGPT and Google AI Overviews changing content discovery. LLMs now favor clearly structured, deeply explanatory content, requiring both traditional SEO and new LLM-focused strategies.
Search is changing. Backlinks and keywords aren’t enough anymore. AI-first interfaces like ChatGPT and Google’s AI Overviews now answer questions before users ever click a link (if at all). Large language models (LLMs) have become a new layer in the discovery process, reshaping how, where, and when content is seen.
This shift is changing how visibility works. It’s still early, and nobody has all the answers. But one pattern we're noticing is that LLMs tend to favor content that explains things clearly, deeply, and with structure.
"LLM SEO" isn’t a replacement for traditional search engine optimization (SEO). It’s an adaptation. For marketers, content strategists, and product teams, this shift brings both risk and opportunity. How do you show up when AI controls the first impression, but not lose sight of traditional ranking strategies?
Here’s what we’ve noticed, what we’re trying, and how we’re adapting.
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