The LLM Citation Shift: How to Rank in ChatGPT and Claude
A technical analysis of semantic indexing structures and database nodes scanned by conversational AI engines. Learn how to structure your brand for AI recommendations.
Resources & Analysis
Straightforward analysis for growth-focused operators. We pull back the curtain on AEO, headless speed optimization, and search strategies.
Build Your Engine
We design zero-bloat static sites, entity schema structures, and comparison matrices engineered to win citations inside Perplexity, ChatGPT, and Google.