If you run a B2B business in Chester and you still optimise only to sit in Google’s top three, you’re optimising for a half-empty room. Search has split. Between Google’s AI Overviews, Gemini, ChatGPT Search and Perplexity, a lot of buyers no longer scroll through blue links and stitch an answer together from three tabs. They type one specific, conversational question, and a single AI reads, synthesises and recommends in seconds.
Call these answer engines. And it isn’t only a big-brand problem. B2B buying is research-heavy and increasingly rep-free. Gartner finds buyers spend just 17% of the whole purchase journey meeting potential suppliers, and Forrester’s survey of nearly 18,000 business buyers found 94% now use AI during their buying process. So when a prospect asks “who are the best B2B software providers, manufacturers or consultancies in the North West,” that one answer is their shortlist. If you’re not on it, you’ve lost the deal before the first conversation. In B2B, where a single contract can outweigh a month of smaller sales, that’s expensive.
The old trick of stuffing keywords into a forgettable 800-word blog doesn’t work here. SEO isn’t dead, but it is splitting in two, and the newer half is GEO: Generative Engine Optimisation. Plenty of agencies now sell it. Far fewer do it properly.
GEO (Generative Engine Optimisation): structuring your content so AI tools like ChatGPT, Google’s AI Overviews and Perplexity quote your brand in their answers, not just rank you in a list of links.
Key takeaways
- Search is splitting into two jobs: ranking (SEO) and getting cited inside AI answers (GEO). B2B buyers use both, so you need both.
- The peer-reviewed GEO study found the right content changes lift a brand’s visibility in AI answers by up to 40%.
- It favours smaller players. Adding citations lifted a page ranked fifth in Google by 115%, while pushing the incumbent at the top down about 30%.
- The tactics that work are boring and honest: cite sources, add real statistics, quote named experts, write clearly. No tricks.
What GEO actually is
GEO isn’t a buzzword someone made up last month. The term comes from a 2023 study by researchers at Princeton and IIT Delhi, later published at the KDD 2024 conference. In plain terms, GEO is the work of making your content scannable, genuinely authoritative and clearly structured, so large language models pull your brand into their answers.
Here’s the shift in numbers. SparkToro’s clickstream research shows the zero-click trend accelerating: by 2026, fewer than one in three Google searches sends a click to the open web. People get the answer and never visit a site. Traffic from rankings alone is drying up.
The flip side is the opening. Testing across 10,000 queries, the Princeton GEO study found the right content changes can lift a brand’s visibility inside AI answers by up to 40%, and up to 37% on Perplexity specifically. The catch: AI engines don’t read like humans, and they don’t weigh backlinks the way old algorithms did. They reward different signals. Feed them fluff and they leave you out of the answer.
AI runs on confidence. The more sure it is about you, the more likely it is to recommend you. So GEO comes down to consistency: making sure your business is represented the same way everywhere online. If your addresses, phone numbers and domains are outdated and scattered across the web, AI can’t tell whether you’re one brand or several.
John Wylde, Operations Director, Spectra Media
The data-backed pillars of GEO
Here’s the good part for smaller firms. The same research found you no longer need a giant domain-authority budget to beat the big players. Lower-ranked sites gained the most. Adding citations lifted the AI visibility of a page sitting fifth in Google by 115%, while the same change pushed an already top-ranked page down by about 30%.
| Google rank of page | Change in AI visibility |
|---|---|
| Ranked #5 | 115% |
| Already top-ranked | -30% |
One thing to be clear on: across the study, “visibility” means how prominently your page gets quoted inside an AI’s answer, not how high you rank or how much traffic you get. The study tested nine content tactics. Five moved the needle:
- Cite your sources (up to 40% more prominent): back every factual claim with a link to credible, third-party data. This gave the single biggest lift for weaker-ranked pages.
- Add expert quotations (up to 40% more prominent): direct quotes from named, credible voices read as verification. One of the three strongest tactics in the study.
- Add real statistics (up to 40% more prominent): swap vague claims for specific numbers. A hard figure is far easier for an AI to lift and attribute than a woolly sentence.
- Improve fluency (15 to 30% more prominent): clean, clear, well-structured writing gets cited more often. It works best paired with strong statistics.
- Make it easy to understand (15 to 30% more prominent): plain-English explanations and a clear structure help an AI quote you accurately.
Notice what isn’t on that list. Keyword stuffing did nothing, and padding pages with unique-sounding jargon did nothing either. GEO is about feeding answer engines genuinely useful, human content, not more AI slop. If you want the groundwork first, here’s how Chester businesses can put AI to work in their marketing before you tackle GEO.
Everyone sells GEO now. Almost nobody proves it.
Here’s the uncomfortable bit for our own industry. GEO went from niche to buzzword fast. Of the nine agencies we benchmark against, seven already advertise GEO or “AI search” services. It’s on everyone’s pricing page. The catch is that a line item isn’t a strategy. Bolt “GEO” onto the same thin, box-ticking content AI can now write in three seconds for pennies, and nothing changes.
At Spectra, we never bought into that fluff. Technology gets smarter so our storytelling can get more human. GEO isn’t about tricking a machine, or adding a buzzword to an invoice. It’s about earning the answer through real authority, real evidence, and content structured so an AI can actually quote you.
AI search engines are lazy researchers, plain and simple. They lift the content that’s structured cleanly, packed with verified facts and written by someone who clearly knows the subject. No human perspective and no unique data? The AI ignores you, and so does your customer.
Yuki Chin, Agency Delivery Lead, Spectra Media
Your full-circle marketing ecosystem
Winning at GEO doesn’t happen by tweaking a few meta tags in a vacuum. It needs an integrated approach across your whole digital presence. That’s what we build under one roof.
1. SEO and content: from keywords to insights
We move clients’ content from keyword containers into genuine insight. Instead of chasing disconnected two-word terms, we target high-intent, long-tail, conversational phrases, and build deep, definitive guides that answer the multi-layered questions people actually type into ChatGPT or Gemini.
2. Web design and technical UX: feeding the crawlers
AI engines are ruthless about structure and readability. If your site is a technical mess, lacks proper schema markup, or loads slowly, LLM crawlers give up before they reach your first paragraph. The small signals matter too, like a simple llms.txt file that tells AI tools what your site is about. We build clean, fast sites engineered to be scanned by next-generation crawlers.
3. Paid search: securing the ground now
While your GEO strategy matures and builds organic AI equity, paid search holds the premium space at the top of the results page. It buys you visibility today while your organic presence scales.
Stop optimising for yesterday
The internet isn’t going back. The move from search engines to answer engines is well underway, and the businesses that adapt to GEO now are the ones that capture the high-intent traffic of tomorrow. No fluff. No 2018 tactics. Just data-backed visibility.
Questions we get asked a lot
What is GEO (Generative Engine Optimisation)?
GEO is the practice of structuring your content so AI tools like ChatGPT, Google’s AI Overviews and Perplexity quote your brand in their answers, rather than only ranking you in a list of links. Where SEO aims to win a position on the results page, GEO aims to get your business named inside the AI-generated answer itself.
What’s the difference between SEO and GEO?
SEO optimises your site to rank in traditional results: the blue links and the map pack. GEO optimises your content to be cited by answer engines when they generate a response. They overlap, because clean, authoritative, well-structured content helps both, but GEO leans harder on citations, statistics, expert quotes and clear structure an AI can lift directly. You need both, not one instead of the other.
Is SEO dead?
No, but it is splitting. People still use Google’s blue links and map pack, especially for local searches, so ranking still matters. What’s changing is that a growing share of searches now end inside an AI answer with no click, so being cited by answer engines is becoming as important as ranking.
How do I get my business cited in AI search results?
Do what the research shows works: cite credible third-party sources, include specific statistics, add quotes from named experts, write clearly, and structure content so it’s easy to scan, with clear headings, schema markup and direct answers. In the Princeton GEO study, these changes lifted a page’s visibility in AI answers by up to 40%.
Does GEO work for B2B businesses?
Yes, and it arguably favours them. B2B buyers research hard before they ever make contact, and more of that research now runs through AI. Traditional SEO rewards big sites with years of backlinks. GEO rewards well-structured, well-sourced content, exactly the technical detail and proof a B2B firm already has. In the study, adding citations raised the AI visibility of a page ranked fifth in Google by 115%, while pushing an already top-ranked page down about 30%. For a North West B2B firm up against larger national names, that’s a real opening.
How long does GEO take to work?
There’s no fixed timeline, but because answer engines re-read and re-summarise content continually, a well-optimised page can start getting cited sooner than it would climb traditional rankings. It still takes consistent, genuinely useful content, so treat GEO as ongoing, not a switch you flip once.
Is your brand ready for the shift?
Let’s talk about building a marketing strategy that survives answer engines. Want to get your head around the tools first? Start with our full guide to marketing and AI, then get in touch.
