Knowledge

Background and guides on generative AI search, citability and AI visibility.

Measurement and method

AI Visibility Tracker: Which Tool Tracks Your Mentions and Citations in ChatGPT, Perplexity and Google AI Overviews?

An AI visibility tracker is a monitoring tool that repeatedly sends a fixed set of prompts to LLM-based answer engines (ChatGPT, Perplexity, Google AI…

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Measurement and method

How visibility in AI answers is measured and reported reliably.

How often should you measure AI visibility when LLM answers are non-deterministic?

Because a large language model can return a different answer, with different sources, every time the same question is asked, a single query tells you almost…6 min read

GEO KPIs and the Monthly GEO Report: Which Metrics to Track and How to Report Them to Management

Generative Engine Optimization (GEO) is measured differently from classic SEO. There is no ranking position in a ChatGPT answer, no click-through rate on a…10 min read

AI Visibility Benchmarks for B2B Companies and Agencies: How to Measure LLM Citation Share

An AI visibility benchmark measures how often a brand or domain is cited in the answers of generative AI systems such as ChatGPT, Perplexity or Google AI…8 min read

Improving visibility

What makes content and technology citable for AI systems.

AI Readiness Check: Is Your Website Technically Citable by ChatGPT, Perplexity and Google AI Overviews?

AI readiness describes whether a website can be crawled, parsed and quoted by the systems behind ChatGPT, Perplexity, Google AI Overviews and similar answer…9 min read

Original Statistics and First-Party Data as Citation Triggers in AI Search

AI search engines such as ChatGPT, Perplexity and Google AI Overviews tend to cite pages that contain original statistics and first-party data because those…7 min read

How to Write Comparison Articles and Best-of Lists That AI Assistants Cite

Comparison articles and "best tools" listicles get cited by AI assistants when each section can stand on its own as a complete, quotable answer. ChatGPT,…8 min read

Strategy and business case

How GEO is justified internally and delivered with partners.

GEO Agencies in Germany, Austria and Switzerland: Directory and Selection Guide

A GEO agency (Generative Engine Optimization) is a service provider that helps companies get their websites cited in AI-generated answers from systems such as…9 min read

How to Build the Business Case for AI Search Optimization (GEO): A Guide for Convincing Your Boss

To convince leadership to invest in AI search optimization (Generative Engine Optimization, GEO), frame it as a measurable visibility problem, not a trend.…11 min read

GEO for B2B SaaS: How to Make Your Website Citable in AI Search

Generative Engine Optimization (GEO) for B2B SaaS means structuring your website so that ChatGPT, Perplexity, Google AI Overviews, Gemini and Copilot can…9 min read

Foundations

The terms and systems of AI search at a glance.

Generative Engine Optimization (GEO): Definition, How It Works, and How It Differs from SEO

Generative Engine Optimization (GEO) is the practice of making a website's content more likely to be retrieved, cited, and quoted by generative AI systems…7 min read

Google AI Overviews: Definition, How They Work, and What They Mean for Citations

Google AI Overviews are AI-generated summaries that Google Search places above the classic organic results for selected queries. They are produced by Google's…8 min read

AI Search Usage Statistics: How Many People Use ChatGPT and AI Search Instead of Google?

Users are not switching wholesale from Google to AI search; they are adding AI assistants as an additional research step, especially for comparison and…6 min read