How to Define Your ICP: The 3 Questions That Change Everything
Most B2B companies define their ICP too broadly. Here is the framework that produces precision specific enough to be actionable.
Read article →Search did not die, it split. Alongside classic Google results, buyers now get answers directly from ChatGPT, Perplexity, Gemini, Claude and Google's AI Overviews. If those answers do not name you, you lose the deal before a human ever visits your site. Generative Engine Optimization (GEO), and its close cousin Answer Engine Optimization (AEO), is how you become one of the sources the machines quote.
Why this is urgent, not optional
The numbers moved fast. AI answer engines now handle an estimated 12 to 18% of English-language informational queries. Around 47% of B2B buyers use AI to research vendors, and AI-referred visitors have been reported to convert at dramatically higher rates than classic organic traffic, because they arrive already pre-qualified by the answer. Optimise only for the ten blue links and you cede nearly half the market.
How AI engines decide who to cite
Ranking in AI search is less about backlinks and keyword density and more about clarity, structure, freshness and verifiable authority. The engines need to extract a clean, confident, attributable claim. That means the way you format a page matters as much as what it says.
The GEO playbook
- Front-load the answer. Put a direct, quotable answer in the first line or two, before the build-up.
- Structure for extraction. Clear H2/H3 headings, short paragraphs, bullet lists and explicit Q&A sections that mirror how buyers phrase questions.
- Add schema. FAQPage, HowTo, Organization and Author markup help engines parse and trust your content.
- Show authority. Visible author, credentials, and a clear publish or update date. Freshness is a ranking signal.
- Use original data and clear claims. Restructure vague marketing into specific claims with supporting evidence and tables where relevant.
- Earn third-party citations. Mentions on credible sites feed the models' sense of who is authoritative.
Platform differences worth knowing
ChatGPT often lifts bullet points and FAQ answers verbatim, so clean structured formats win. Perplexity always shows citations and prioritises authoritative sources and original data, and it indexes fastest, so it is usually where your first citations appear. Google AI Overviews reward FAQ and HowTo schema, short definitions and visuals.
How to measure it
Pick 20 to 30 prompts your buyer might actually type. Run them across ChatGPT, Perplexity, Gemini and Google AI Overviews, and record which sources get cited. Re-run monthly. First citations typically show in Perplexity, then ChatGPT and AI Overviews follow, then your appearance rate stabilises for the queries you target.
SEO gets you ranked. GEO gets you quoted. In 2026 you need both, because half your buyers are asking a machine first.
Frequently asked questions
What is Generative Engine Optimization (GEO)?
Structuring content so AI answer engines cite or recommend it. Clarity, structure, freshness and authority matter more than backlinks or keyword density.
Why does GEO matter for B2B in 2026?
AI handles 12 to 18% of informational queries and about 47% of B2B buyers use AI for vendor research, so Google-only optimisation misses nearly half the market.
How do I get cited by ChatGPT and Perplexity?
Front-load answers, structure with headings and Q&A, add schema, show author and dates, use original data, and earn third-party citations.