SEO is a set of practices for ranking pages in search results, and GEO is a research framework for raising how much of a generated AI answer credits your content. The bottom line: GEO is narrower and better evidenced than most AI marketing terms, its tested tactics are adding sourced statistics, quotations, and citations, and it depends on SEO for eligibility, so treat it as an evidence layer on top of SEO.
New to the term? What is answer engine optimization covers the basics.
Two different kinds of thing
| SEO | GEO | |
|---|---|---|
| What it is | A practice built over 25 years by practitioners | A named research framework with a benchmark |
| Target | Ranking a URL in a list | Visibility of your content inside a generated answer |
| Evidence | Search engine documentation, experiments, industry studies | A controlled benchmark of 10,000 queries across 25 domains, plus later critical reviews |
| Levers | Relevance, links, crawlability, page experience | Adding statistics, quotations, and citations, and writing clearly |
| Measured by | Rank, impressions, clicks | Position Adjusted Word Count and Subjective Impression in the paper. In practice, your share of answers |
| Depends on | Being crawled and indexed | Being retrievable first, which is an SEO outcome |
What the GEO paper tested
Aggarwal and colleagues from IIT Delhi, Princeton, the Allen Institute for AI, and Georgia Tech built GEO-bench and tested nine content changes. Cite Sources, Quotation Addition, and Statistics Addition performed best, at roughly 30 to 40 percent relative improvement on Position Adjusted Word Count, and fluency improvements added 15 to 30 percent. Keyword Stuffing, a classic SEO tactic, did not help and performed worse than the baseline in the authors' engine. The effect varied by domain. Note what was measured: the share of an answer attributed to a source, not whether a page was cited at all.
Where SEO habits help and where they fail
- Help: crawlable pages, clean HTML, fast pages, internal links, helpful content. Google says these remain worthwhile for its AI features.
- Fail: repeating keywords. The paper found it did not help.
- Different: backlinks. A Semrush analysis of 1,000 domains, reported secondhand, found AI visibility correlated with domain authority and that nofollow links showed nearly the same relationship as followed ones, while Ahrefs found branded mentions correlated more strongly with AI Overview visibility than backlinks did. Correlations, not proof of cause.
What to do
- Keep your SEO foundation in good shape.
- On your key pages, add sourced numbers with dates.
- Add real quotations from named people, only where they exist.
- Link to primary sources for each claim.
- Write in plain, fluent sentences.
- Test on your own topic: compare the share of runs that name you before and after a change.
The caution
A critical survey of GEO research from 2023 to 2026 found that heuristics transfer poorly across contexts, that competition can erode gains when many sources optimize the same way, and that over optimization can hurt retrieval by the underlying index. Use the tactics as a starting point, and let your own measurement decide.
Questions people ask
What is the difference between SEO and GEO?
SEO is a long standing practice for ranking pages in search results. GEO is a research framework, from a 2023 paper, for raising how much of a generated AI answer credits your content.
Does keyword stuffing help GEO?
No. The paper found keyword stuffing did not help and performed worse than the baseline in its test engine.
Is GEO a replacement for SEO?
No. Retrieval comes first, and Google says SEO fundamentals decide eligibility for its AI features.
What GEO tactics were strongest?
Cite Sources, Quotation Addition, and Statistics Addition, at roughly 30 to 40 percent relative improvement on the paper's main visibility measure.
Sources
- Aggarwal et al., GEO: Generative Engine Optimization (KDD 2024)
- Finseo: the nine GEO techniques tested
- Wikipedia: Generative engine optimization
- Google Search Central: AI features and your website
- Blck Alpaca: the Princeton GEO study, methodology and critique (Semrush backlink figure)
- Digital Applied: AI search citation ranking factors 2026 (Ahrefs mentions figure)