GEO: ranking where the questions are now asked.
Half of high-intent queries already start in an LLM, not a SERP. Here's the playbook for the next decade of search.
Generative-engine optimization isn’t SEO with a new acronym. It’s a different surface, with different signals, and a different time-horizon. Most brands ranking #1 in Google in 2026 are invisible in ChatGPT, Perplexity, and Gemini answers — and they don’t yet know it costs them.
Here’s the working model.
The three citation slots
Every LLM answer has at most three to seven citation slots — short ranked lists of sources the model used to generate the response. The slots are zero-sum: if your brand isn’t in them, your competitor is. Unlike SERPs, you can’t pay your way in.
The slots are won by:
- Authority signal density. Editorial mentions in sources the model trusts (industry publications, Wikipedia, structured data of the top SERPs).
- Citation-friendly content. Specific, quotable, well-bounded factual claims that are easy for the model to extract.
- Schema everywhere. JSON-LD that says “this paragraph is about X, written by Y, published on Z.” Models eat schema for breakfast.
The 90-day stack we run for every GEO engagement
- Audit + baseline. We ask 200+ representative queries across ChatGPT, Perplexity, Gemini. Score citation share by brand vs. competitor.
- Schema deployment. Org, Service, Article, FAQ, HowTo across every relevant page. Validated, not just emitted.
- Citation strategy. Identify the 20–40 editorial placements that move the needle for your category. Pursue them like accounts, not links.
- Content surgery. Restructure 10–30 of your highest-intent pages for citation density. Specific facts, named authors, dates, sources.
- Monitoring dashboard. Daily polling of the three models. Visibility delta by query, by competitor.
Why this is urgent
In 2023, you could ignore GEO and keep ranking in Google. By 2026, half of high-intent queries — especially in B2B SaaS, fintech, and healthcare — start in an LLM. Buyers shortlist before they ever visit a SERP. If your brand isn’t cited in the answer, you’re not in the consideration set.
You don’t need to win every model. You need to be one of the three to seven sources for the 50 queries that actually move your pipeline. That’s an achievable, measurable target — and the brands that hit it first will be there for the next decade.
— Rania