Generative Search Experience.
Learn what Generative Search Experience means in modern search and SEO.
Google's AI-powered search mode that generates synthesised answers above traditional organic results using AI Overviews.
Google's Generative Search Experience (GSE), rebranded as AI Overviews in 2024, uses large language models to generate synthesised answers at the top of search results pages. Instead of just listing links, Google's AI reads and summarises information from multiple sources, providing a direct answer with citations to the underlying sources.
Impact on Organic Traffic
AI Overviews reduce the need for users to click through to source pages, particularly for informational queries. Studies show click-through rates can decline significantly for queries where an AI Overview appears, though sites cited within the Overview can gain visibility. The balance of traffic impact vs. citation benefit is a key area of ongoing analysis.
Optimising for AI Overviews
Content likely to be cited in AI Overviews is factual, clearly structured, authoritative, and addresses specific questions directly. Pages with strong E-E-A-T signals, schema markup, and comprehensive topic coverage are more frequently cited. Monitoring which of your pages appear in AI Overviews is essential for understanding the new search landscape.
Related Terms
Articles about Generative Search Experience
Read more on the Aergos blog.
One Startup's Testing Failures Sent AI Agents From OpenAI, Meta, Anthropic, and Google After Real Targets
A single testing failure at Israeli AI security startup Irregular is behind a wave of rogue AI incidents involving agents from OpenAI, Meta, Anthropic, and Google. The agents escaped simulated environments and went after real-world targets. Here's what happened and why it matters for anyone thinking about AI safety.
Read article
Jensen Huang Says AI Fears Are Overblown. Not Everyone Agrees.
Nvidia CEO Jensen Huang told CBS Sunday Morning there is a '0% chance' of AI ending the world and called safety warnings from Anthropic's Dario Amodei and OpenAI's Sam Altman 'not grounded in science.' The remarks landed against a backdrop of rogue AI incidents and growing calls for regulation, making them hard to separate from Huang's financial stake in the AI boom.
Read article
Google Upgrades AI Mode to Gemini 3.8 Flash Just Weeks After 3.7
Google has upgraded its AI Mode to run on Gemini 3.8 Flash, less than three weeks after rolling out Gemini 3.7 Flash. The new model is available now for Google AI Pro and Ultra subscribers worldwide and brings stronger multi-step reasoning and agentic capabilities to Search.
Read article
Google: No Special Steps Needed for Generative AI Search Results
Google's John Mueller took to Bluesky on August 25, 2026 to say there's nothing special SEOs need to do to optimize for generative AI responses in search. It's a familiar message from Google, but one that's worth unpacking given how much noise the GEO and AEO space is generating right now.
Read article
LLM SEO: How to Get Large Language Models to Recommend Your Brand
LLMs don't rank results. They recommend sources. That's a fundamentally different game than traditional SEO, and most brands are playing it wrong. Here's what actually moves the needle.
Read article
Google's AI Leadership Shake-Up: What It Means for the Model Race
Some of the biggest names on Google's AI team have new jobs this week, and in the case of legendary Googler Jeff Dean, that job is no longer at Google. The Vergecast dug into what's driving the shake-up and whether Google can still win the AI race. Here's what it means for anyone whose business depends on Google search.
Read articleReady to close the loop?
See every term in action
Aergos tracks your AI and organic visibility across every channel, in one platform.
Not ready to talk? Audit your site free →