2026-04-05
A practical guide to making your business easier for AI answer engines to understand: entity clarity, structured data, useful pages, reviews, crawlability, and realistic limits.
By Tyler Stocks · Stocks Local
Search has split in two. There is Google, which returns a list of links. And there is AI search, which returns a recommendation.
ChatGPT, Perplexity, Claude, Copilot, and Google AI Overviews have made recommendation-style search normal. When someone asks "who should I hire for X in Y?" the answer is no longer always a list of links. It may be a short recommendation with a few named options.
That creates a different kind of visibility problem. If the business is hard to understand, has thin pages, inconsistent details, weak reviews, or no structured data, the model has less reason to mention it.
This guide explains what GEO is, what the research says actually works, and what you need to do about it.
What is GEO?
GEO stands for Generative Engine Optimisation. It is the practice of structuring your business's online presence so that AI search engines can find you, understand you, and recommend you.
Traditional SEO gets you into a list of links. GEO gets you cited as the answer.
The term was coined in a peer-reviewed paper published at KDD 2024 by researchers from Princeton, Georgia Tech, and IIT Delhi. They tested nine content optimisation techniques across 10,000 queries and measured which ones actually improved AI citation rates.
Their findings are the foundation of everything that follows.
What the Research Says Works
The Princeton GEO study is the only peer-reviewed academic research on this topic. Here is what they found:
Adding statistics to your content improved AI citation visibility by 30-40%. AI models prefer content with specific, verifiable numbers over vague claims.
Citing external sources improved visibility by up to 115% for pages that were not already ranking at position 1. If you reference credible sources in your content, AI models treat your page as more authoritative.
Making content easier to read (fluency optimisation) boosted visibility by 15-30%. Clear, direct language outperforms jargon and complexity.
Keyword stuffing performed 10% worse than doing nothing. The instinct to repeat keywords does not work with AI. Models understand meaning, not repetition.
The best combination was fluency optimisation plus statistics. Together they outperformed any single technique.
One finding that matters for smaller businesses: pages already at position 1 saw little improvement. Pages ranked lower (position 5 and below) saw up to 115% improvement. If you are not the biggest player in your market, GEO gives you a disproportionate advantage.
How Each AI Platform Chooses Sources
### ChatGPT
ChatGPT drives 87.4% of all AI referral traffic to websites. It selects sources based on brand recognition in its training data, content quality and relevance, uniqueness of information, and consumer sentiment. Businesses recommended by ChatGPT averaged 4.3-star ratings according to SOCi research.
AI search traffic converts at 14.2% compared to Google's 2.8%. That is roughly 5 times higher.
### Google AI Overviews
AI Overviews now appear in approximately 48% of tracked queries, up from 13% in early 2025. 76% of cited pages come from the top 10 organic results, but this is shifting. More recent data shows only 38% of cited URLs appeared in the top 10 for the same query. Google is pulling from a wider range of sources.
55% of citations come from the top 30% of a page's content. Your opening paragraphs matter most.
If an AI answer gives the user enough information to make a decision, fewer people may click through to the underlying websites. That makes the answer itself a more important discovery surface.
### Perplexity
Perplexity uses a smaller, more selective index than Google. It prioritises credibility, recency, and content structure. Pages with named authors and full bios are cited 2.3 times more frequently than anonymous pages.
Only 11% of domains are cited by both ChatGPT and Perplexity. They use fundamentally different source selection, which means you need to optimise for each.
Well-optimised content can appear in Perplexity citations within hours or days, not months. This is the fastest platform to see results on.
The Zero-Click Problem
The important point is simple: a growing number of searches are answered before a user reaches a traditional website. That does not make SEO dead. It means your pages need to be clear enough to support both rankings and answers.
Being named in the answer is becoming another layer of visibility, not a replacement for doing the fundamentals well.
What You Actually Need to Do
Based on the research, these are the GEO techniques that have evidence behind them.
### 1. Structure your content for citation
Write in clear, direct paragraphs of 60-100 words. Sentences of 15-20 words. AI models extract content at the paragraph level. If your key information is buried in a 500-word block of text, it will not get cited.
Include specific numbers. "We reduced page load time from 4.2 seconds to 0.8 seconds" is citable. "We made the website faster" is not.
### 2. Implement schema markup
Structured data helps AI systems understand what your business is, what you do, and where you operate. The specific schemas that matter: Organisation or LocalBusiness, Person (for founders and team), FAQPage, Service, BreadcrumbList, and Article for blog posts.
A BrightEdge study found that sites with structured data and FAQ blocks saw a 44% increase in AI search citations. FAQ schema specifically increased AI Overviews inclusion by 31%.
### 3. Build entity authority
AI models do not just read your website. They aggregate information about your business from across the web to decide which businesses to recommend. Your Google Business Profile, LinkedIn, industry directories, review platforms, and any third-party mentions all contribute to how AI models understand and trust your business.
Only 45% of brands visible in traditional local search are also recommended by AI platforms. Entity authority requires separate, deliberate investment.
### 4. Get reviews
ChatGPT-recommended businesses average 4.3-star ratings. Reviews are a trust signal for both Google and AI models. For local businesses, getting to 5 or more Google reviews is a threshold that measurably impacts visibility.
### 5. Ensure AI crawlers can access your site
Check your robots.txt file. Many websites accidentally block GPTBot, ClaudeBot, and PerplexityBot. If AI crawlers cannot read your site, you cannot be cited.
### 6. Add named author information
Pages with named authors and full bios are cited 2.3 times more frequently than anonymous pages. If you are a founder or specialist, make that visible on your content.
What Does Not Work
Keyword stuffing. The Princeton study proved this performs worse than doing nothing.
Generic schema markup. One study found pages with generic FAQ schema averaged fewer citations than pages with no schema at all. Bad implementation is worse than no implementation. The schema needs to be specific and accurate.
Ignoring traditional SEO. 76% of AI Overview citations still come from pages in the top 10 organic results. GEO builds on top of SEO, it does not replace it.
The Timeline
This is not instant. But it is faster than traditional SEO for new entrants.
Content optimised for Perplexity can appear in citations within days. ChatGPT and Google AI Overviews typically take 2-4 months as models retrain and re-index. Entity authority compounds over 6-12 months.
The businesses that start now will establish positions that are difficult for later entrants to displace. AI models are trained on historical data. Authority compounds.
Where to Start
Check where you stand right now. Ask ChatGPT, Perplexity, and Google AI Overviews about your business category and location. If you are not in the answer, you know there is work to do.
If you want a detailed assessment of your website structure, start with a free written teardown. No sales call required. You will get a clear read on the trust, clarity, mobile, SEO, and AI-search foundations that need fixing first.
Questions
Asked and answered.
Is GEO the same as SEO?
GEO and SEO are related but distinct. SEO targets traditional Google rankings. GEO targets AI citation, being recommended by ChatGPT, Perplexity, and Google AI Overviews. 76% of AI citations still come from top-ranking pages, so SEO remains important. GEO builds on top of it with additional techniques like schema markup, entity building, and content structuring for AI extraction.
How long does GEO take to show results?
It varies by platform. Perplexity can cite well-optimised content within days. ChatGPT and Google AI Overviews typically take 2-4 months. Entity authority compounds over 6-12 months. The Princeton GEO study showed that lower-ranked pages benefit most, seeing up to 115% visibility improvement from GEO techniques.
What is the most important GEO technique?
According to the Princeton GEO study, the most effective combination is fluency optimisation plus adding statistics to your content. Adding specific, verifiable numbers improved citation rates by 30-40%. Making content clearer and easier to read boosted visibility by 15-30%. Keyword stuffing performed 10% worse than baseline.
Do I need GEO if I already rank well on Google?
Yes. Ranking well on Google still matters, but AI answers add another visibility layer. A business can rank for a query and still be poorly explained to an assistant if the entity details, structured data, reviews, and page content are weak.
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