The AI Visibility Intelligence Feed
Research, frameworks, and field notes from the team defining GEO, AEO, and citation intelligence practice.
The State of AI Citation: How 80+ Brands Rank Across Every Major LLM in 2026
Our most comprehensive study yet. We tested citation frequency for brands across 12 categories on ChatGPT, Claude, Gemini, Perplexity, and DeepSeek. The results reveal a clear pattern — and a clear playbook for brands that want to be chosen.
Why AI Engines Ignore Most Brands (And How to Fix It in 90 Days)
The three authority signals AI systems consistently reward — and why most brands fail all three.
Structured Data for GEO: The Schema Types That Drive AI Citations
A practical guide to the schema markup configurations that improve citation rates across all major AI surfaces.
Perplexity vs. ChatGPT: Which Platform Cites B2B Brands More Frequently?
Comparative analysis across 500 queries reveals significant platform-specific citation behaviour.
The E-E-A-T to A-I-T Transition: What AI Systems Actually Evaluate
Google’s E-E-A-T isn’t enough for AI. Here’s the updated authority framework for AI-first optimisation.
From 0 to 47 Monthly AI Citations: A SaaS Brand’s 90-Day CiteForge Journey
How a B2B SaaS company went from invisible to category-defining in AI search — with full transparency on what worked.
AEO vs GEO vs AISEO: The Definitive Guide to AI Visibility in 2026
Breaking down the three disciplines every brand needs to understand to survive the AI search transition.