Search Generative Experience (SGE)
Google's AI-powered search results that synthesize answers from multiple sources at the top of the SERP.
Search Generative Experience (SGE), now branded as AI Overviews, is Google's integration of generative AI into the search results page. Instead of (or alongside) the traditional 10 blue links, SGE shows an AI-synthesized answer with cited sources at the top of high-volume queries. Optimization for SGE requires schema markup, conversational query targeting, citation-worthy authority signals, and content structured around clear questions and answers. Empire325 builds SGE-optimized content architectures that earn citations in AI Overviews — a critical visibility surface as AI search captures share from traditional links.
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Large Language Model (LLM)
A neural network trained on massive text corpora to understand and generate human language.
Retrieval-Augmented Generation (RAG)
An AI architecture combining LLM generation with real-time retrieval from external knowledge sources.
AI Agent
An autonomous LLM-based system that plans, takes actions via tools, and accomplishes multi-step goals.
Fine-Tuning
Adapting a pretrained foundation model to specific tasks or domains via additional training.