AI Visibility
How to appear in ChatGPT and other AI systems
Understand the signals that can make a brand eligible for mention, citation and recommendation without pretending brands can control model outputs.
Read guideLearn · AI Visibility Academy
Learn how brands become visible, citable and authoritative in AI answers.
Practical guides to AI Visibility, GEO, AEO, sources, prompts, measurement and governance for turning AI answers into a growth discipline.
Foundations
GEO vs AEO vs SEO
See where these disciplines overlap, where they differ and how to connect content, evidence and measurement into one strategy.
Read guideMeasurement
How to measure AI Visibility
Move beyond isolated screenshots by defining prompts, models, markets, repetitions and comparable criteria before reading trends.
Read guideSources
Build sources AI can use
Improve factual clarity, entities, evidence, documentation and consistency across your digital presence.
Read guideStatistics
Why statistical confidence matters
Know when a movement is signal, noise or only directional evidence and avoid decisions built on fragile samples.
Governance
Enterprise AI Visibility
Connect measurement to identity, audit, ownership, workflows, security and operational governance.
Read guideEvidence before claims
Measure your own brand instead of relying on generic assumptions.
M2 Visibility connects prompts, models, sources, competitors and confidence into a repeatable operating loop.