# What is SGE? Search Generative Experience optimization, explained

> Google-specific — now folded into AI Overviews.

SGE optimization originally targeted Google's Search Generative Experience — the experimental AI-generated answers Google launched in 2023. SGE has since been folded into Google AI Overviews, so SGE optimization is now largely a subset of AEO, with a Google-specific tilt.

## How SGE differs from AEO, GEO, SEO

SGE was Google's experimental AI search feature — it has now been folded into AI Overviews. SGE optimization is best understood as the Google slice of AEO. If you're optimizing for AEO across engines, you're already covering SGE.

## How Mentionwell handles SGE

- AEO patterns Mentionwell already enforces (lead-with-the-answer, FAQPage schema, Article + HowTo schema, clean semantic HTML) cover the Google-specific signals.
- Site-wide allowlist for Google-Extended in robots.txt so Google's generative crawler is welcome.
- Per-page .md mirrors and stable canonicals so Google's generative pipeline can ingest content cleanly.

## Frequently asked questions about SGE

### What is SGE?

SGE stood for Search Generative Experience — Google's experimental AI-generated answers above the blue links, launched in 2023. SGE has since been folded into Google AI Overviews, so the term is now mostly used historically or as a Google-specific synonym for AEO.

### Is SGE still a thing?

The brand isn't — Google graduated the feature into AI Overviews. The optimization pattern is, though: it's now the Google slice of AEO. Same signals, same content shape.

### How do I optimize for AI Overviews?

Treat them as AEO with Google-specific tilt. Lead with the answer in 40–60 words, ship FAQPage + Article + BreadcrumbList schema, allow Google-Extended in robots.txt, and keep canonical URLs stable. Mentionwell does all of this by default.

## See also

- [AEO — Answer Engine Optimization](https://mentionwell.com/aeo): Be the answer.
- [GEO — Generative Engine Optimization](https://mentionwell.com/geo): Be the cited source.
- [SEO — Search Engine Optimization](https://mentionwell.com/seo): The original — still 50%+ of traffic.

## Sources

- [Google: Search Generative Experience launch](https://blog.google/products/search/generative-ai-search/) — Google, 2023 · The original SGE announcement — context for why the term matters historically.
- [Google: AI Overviews general availability](https://blog.google/products/search/generative-ai-google-search-may-2024/) — Google, 2024 · SGE was folded into AI Overviews — the documentation of the renaming.

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Canonical URL: https://mentionwell.com/sge
Live HTML version: https://mentionwell.com/sge
Site index for AI ingestion: https://mentionwell.com/llms.txt
Full reference: https://mentionwell.com/llms-full.txt