Generative Search
Search where the result is not a list of links but an AI-synthesized answer. ChatGPT Search, Perplexity, AI Overview.
Full definition
Generative Search is a search paradigm where the result of a query is not a list of links but a ready AI answer generated from relevant sources.
Major players
- •ChatGPT Search — search built into ChatGPT, uses the Bing index and a Perplexity-like pipeline.
- •Perplexity — 100% generative search, always shows sources.
- •Google AI Overview — generative block above Google's classical SERP.
- •Bing Copilot — Microsoft's analog in Bing.
How it works (simplified)
1. User asks a question 2. System retrieves top-N relevant documents from the index 3. Documents are passed to an LLM with instructions "answer based on these sources" 4. LLM generates an answer + cites the sources
SEO impact
Classical search traffic drops 15-40% when an AI answer is shown — the user gets the answer without clicking. The only way to stay visible is to be included in the list of cited sources.
What to optimize
- •Direct answers in the first 200 characters of the page
- •Structured content (H2 as questions, lists)
- •Schema.org markup (especially FAQPage, Article, HowTo)
- •Domain authority (DR 50+ cited 4-5x more often)
- •Content freshness and factual accuracy