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Strategy, tactics and measurement methods for Generative Engine Optimization.

Strategy Guide

What is Generative Engine Optimization (GEO)?

Generative Engine Optimization is the practice of getting your brand mentioned and cited inside AI answers. Here is the complete 2026 playbook — concepts, metrics, tactics.

by Robert Langner9 min read
Comparison

AI Search vs. Traditional SEO — what changed in 2026

AI search engines reshape the funnel. Here are the seven concrete differences between optimising for Google's blue links and optimising for ChatGPT, Perplexity and Google AI Overviews.

by Robert Langner7 min read
Technical Deep-Dive

How ChatGPT picks sources — and how to be one of them

ChatGPT cites sources via two completely different paths: training data and live browsing. Here is what governs each, and what you can actually influence.

by Robert Langner8 min read
Perplexity

Perplexity citation guide — what gets cited and what doesn't

Perplexity is the most citation-heavy AI search engine. Here is a tactical guide to becoming a numbered source on Perplexity, based on six months of measurement data.

by Robert Langner7 min read
Technical

Schema markup for LLMs — the 2026 spec sheet

Schema.org JSON-LD is now load-bearing infrastructure for AI search. Here are the eight schema types that move the needle and the ones that don't.

by Robert Langner10 min read
Metrics

Measuring AI share of voice — the metric that matters most

Visibility score is the headline KPI. But Share of Voice is the metric that tells you if you're winning or losing the market. Here is how to define, calculate, and track it.

by Robert Langner8 min read
Google AIO

Google AI Overviews explained — and how to be cited inside one

Google AI Overviews (AIO) sit above the blue links and synthesize answers from a curated source set. Here is how AIO selects sources and what to do about it.

by Robert Langner7 min read
Standards

llms.txt — the new robots.txt for AI engines

llms.txt is an emerging standard for declaring AI-friendly content sources at your domain root. What it does, who reads it, and how to ship one this week.

by Robert Langner6 min read

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