Search is now two experiences stacked on top of each other.
- The first is the classic one: a list of results, rankings, clicks.
- The second is where attention increasingly goes: an AI answer that summarises, then shows a handful of sources.
If you are a founder, your content can be used without being visited. And that changes what “visibility” means.
That is where GEO comes in.
1. GEO, in one sentence
Generative Engine Optimisation (GEO) is the practice of increasing the chance your pages are selected and cited inside AI-generated answers, while staying compatible with long-term, human-centred SEO. [1]
The term was formalised in academic work in late 2023, with a very pragmatic framing: generative engines are black boxes, so you optimise by improving the odds that your content is retrieved, understood, and considered “safe” to cite. [1]
2. Why founders should care now
AI summaries reduce friction for users. That is the whole point.
Google presents AI Overviews as a way to help people “dig deeper” and discover a wider range of sources. [4]
But when an AI summary appears, real user behaviour can shift towards fewer clicks. Pew’s research found users were less likely to click on traditional results when they encountered an AI summary. [8]
Both can be true:
- Some links inside AI answers may get high-intent clicks.
- A lot of informational intent gets satisfied without any click.
So the founder question becomes: if someone never visits your site, can they still meet your thinking, your credibility, your definitions, your proof?
Citations are now part of brand distribution.
3. How AI answers choose sources (the boring mechanics that matter)
Most AI answer systems follow the same pattern:
- The question gets expanded (often into sub-questions)
- The system retrieves candidate pages
- Those pages are ranked and filtered
- A model writes a synthesis
- A subset of sources is shown as citations
Google is unusually explicit about one key mechanism: query fan-out. AI Overviews and AI Mode may run multiple related searches across subtopics, then pick supporting pages while generating the answer. [2]
This matters because it creates a founder-relevant opportunity: you can be cited for a sub-question even if you are not ranking #1 for the original query.
4. What the platforms officially say (and what they carefully avoid saying)
a) Google: no special GEO trick, just “be eligible” and be useful
Google’s documentation is consistent on one point: there is no special markup you add to “be in AI Overviews”. You need to be indexed and eligible to appear in Search features, then you win by having useful, reliable content. [2][3]
If you want a simple mental model for Google:
- GEO is largely “SEO done properly”, with stricter expectations on clarity and trust. [3]
If you want the long version of this idea, I broke it down here: SEO for Good: Content That Powers Purpose and Growth.
b) Microsoft: citations have become a measurable surface
Microsoft introduced AI Performance in Bing Webmaster Tools, which reports how often your site is cited across Copilot, Bing AI answers, and some partner experiences. It includes total citations, cited pages, and grounding queries. [5]
This is important even if you do not care about Bing’s market share. It is the first major platform saying, in product form, that citations are a real visibility metric.
c) ChatGPT Search: citations exist when search is used
OpenAI’s help documentation states that when ChatGPT uses search, responses contain inline citations and a “Sources” button that lists cited sources. [6]
Founder implication: you are still playing a web visibility game. Being citeable starts with being accessible, indexable, and credible.
d) Perplexity: citation-forward by design
Perplexity’s own help centre describes a workflow that searches the internet in real time and produces a summary backed by sources. [7]
In practice, this rewards pages that are easy to verify: clear definitions, primary sources, and clean structure.
5. The founder playbook: 5 moves in 30 days
This is not a content calendar. It is a visibility system. This approach fits the broader system mindset I described in How to Build a Sustainable Growth Engine Without Burning Budget (or the Planet).
a) Create 5 “source pages” you actually want to be cited for
Pick 5 topics that sit at the centre of your category, then write pages built for retrieval and citation:
- A short definition near the top
- Clear H2s that match real questions
- “How it works” and “Where it fails”
- 3–5 FAQs based on sales calls
This aligns with how Google frames success in AI search: unique, valuable content that helps people. [3]
b) Make every important page verifiable
Add:
- An author or reviewer line (real person, real role)
- A “last updated” date where the topic moves
- A sources section with primary references
This is not a trick. It is how you look serious, both to buyers and to systems trying to avoid citing nonsense.
c) Use structured data, but only when it matches visible content
Google’s guidance stays conservative here too: structured data should reflect what is actually on the page. [3]
For founders, the practical version is:
- Article markup for deep explainers
- FAQ markup only if you visibly include FAQs
- No “schema cosplay”
4) Track citations like a leading indicator, not like revenue
Use:
- Google Search Console for classic performance
- Bing Webmaster Tools AI Performance for citation visibility [5]
A citation is not a conversion. But it tells you which pages the discovery layer is willing to use.
5) Publish one asset that cannot be summarised away
AI answers compress generic content. They struggle to replace original assets.
Examples that work in B2B:
- A small benchmark (even if niche)
- A compliance checklist mapped to a specific regulation
- A dataset, glossary, or teardown that is genuinely useful
You still want to be cited, but you also want to earn the click when it matters.
6. “Without ruining your SEO” is mainly a taste and integrity problem
Bad GEO looks like content written for extraction.
Templates, inflated word counts, filler paragraphs, fake authority. That is short-term optimisation for a system that changes fast.
Good GEO is simpler:
- Clarity beats length
- Proof beats vibes
- Structure beats “thought leadership”
- Honest limits beat overconfident claims
Google’s own advice basically says the same thing in polite language. [3]
Conclusion
GEO is not a new channel. It is a new surface.
Your job as a founder is to decide what you want the surface to repeat about you, even when nobody clicks.
If you build a few pages that are genuinely source-worthy, you do not just improve your SEO. You increase the chance that the new layer of search carries your definitions, your framing, and your credibility forward.
💌 If you want the next piece, you can join Conscious Growth Dispatch here.
Sources
[1] Aggarwal et al., GEO: Generative Engine Optimization (arXiv, 2023).
[2] Google Search Central, AI features and your website (includes “query fan-out”).
[3] Google Search Central Blog, Top ways to ensure your content performs well in Google’s AI experiences on Search (May 21, 2025).
[4] Google Blog, Generative AI in Search: Let Google do the searching for you (May 14, 2024).
[5] Bing Webmaster Blog, Introducing AI Performance in Bing Webmaster Tools Public Preview (Feb 10, 2026).
[6] OpenAI Help Center, ChatGPT search (inline citations and Sources button).
[7] Perplexity Help Center, How does Perplexity work? (real-time search + cited sources).
[8] Pew Research Center, Google users are less likely to click on links when an AI summary appears in the results (Jul 22, 2025).