Using SERP data for AI and RAG pipelines

SERP results are a powerful source of up-to-date context for LLMs and retrieval-augmented generation. SERPII returns structured JSON with intent, entities, and clusters so you can filter and rank snippets before feeding them into your pipeline. This post walks through a simple RAG setup using our Search API and a vector store.