How to Do Keyword Research for SEO Ep. 582
In this episode, Matthew Bertram delves into the world of keyword research and its pivotal role in shaping a successful SEO strategy. Discover how…
Guide
Search is splitting in two. Half of Google results now carry an AI Overview, and a growing share of buyers never reach a blue link. Here is how AI engines decide what to cite, and how to be the source they quote.
Updated June 2026 · 2 min read · By Matthew Bertram, CEO of EWR Digital
LLM visibility is how often AI answer engines (Google AI Overviews, ChatGPT, Perplexity, Gemini, Claude) cite your content as a source. Unlike rankings, it is earned at the passage level: AI systems extract specific, well-structured, well-sourced claims, so a page on result 3 can still be the quoted source.
AI Overviews appear in roughly 45% of Google searches and can cut clicks to websites by up to 58% (BrightEdge, Pew Research, 2025). When the answer is assembled on the results page, being the cited source is the new page-one. Two facts make this winnable for focused brands:
When the answer is assembled on the results page, being the cited source is the new page-one.
The Princeton GEO study (KDD 2024, tested on Perplexity) measured which content changes actually increase AI citation. The levers that work:
| Optimization | Visibility lift |
|---|---|
| Cite authoritative sources | +40% |
| Add specific statistics | +37% |
| Add expert quotations | +30% |
| Authoritative tone | +25% |
| Improve clarity | +20% |
| Keyword stuffing | -10% (hurts) |
The pattern is consistent: AI engines reward content that reads like a credible expert backed it with evidence, and they discount content written to game a keyword.
| Traditional SEO | Answer engine optimization | |
|---|---|---|
| Goal | Rank on page one | Be the cited source |
| Unit | The page | The passage |
| Wins on | Links and rank | Structure, sourcing, authority |
| Position matters | Heavily | Less: result 3 can be the quote |
AEO does not replace SEO. Strong traditional SEO is the floor; structure and sourcing are what get you quoted on top of it.
LLM visibility is how often AI answer engines such as Google AI Overviews, ChatGPT, Perplexity, Gemini, and Claude cite your content as a source. It is measured at the passage level rather than by keyword rank, so well-structured, well-sourced pages can be cited even when they do not rank first.
Traditional SEO aims to rank a page on page one. Answer engine optimization (AEO) aims to get a specific passage cited inside an AI-generated answer. SEO optimizes the page and its links; AEO optimizes the structure, sourcing, and authority of individual claims.
Lead each section with a 40 to 60 word direct answer, back claims with cited statistics and expert quotes, structure content with query-matched headings and tables, add FAQPage and Article schema, and build presence in third-party sources like YouTube and Wikipedia. The Princeton GEO study found citing sources and adding statistics are the highest-impact moves.
No. AI citation is uncorrelated with popularity. Otterly's 2026 study found 40.8% of AI-cited videos had under 1,000 views. Citation is earned by structure and trust signals, which is why a focused, authoritative site can outperform larger competitors in AI answers.
No. The Princeton GEO study found keyword stuffing reduces AI visibility by about 10%. AI engines reward clear, credible, well-sourced writing and discount content that reads like it was written to game a keyword.
GEO is another term for optimizing content to be surfaced and cited by generative AI systems. It overlaps heavily with AEO and focuses on the same levers: extractable answers, cited statistics, expert attribution, structured data, and authority.
Matthew Bertram is an AI keynote speaker, creator of DIG® (Digital Information Governance), and owner and CEO of EWR Digital. He helps energy and industrial leaders win visibility in AI search (GEO and AEO), is President of ModalPoint and CMO of the Oil & Gas Global Network, hosts The Best SEO Podcast, and has authored eight books including LLM Visibility. More about Matthew Bertram.
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