Intelligence
Technical standards.
Reference documentation on the frameworks and signals behind Generative Engine Optimization, including the KDD 2024 GEO study (Aggarwal et al.), where adding statistics raised AI-citation visibility by about 37%.
Topical Authority: The Hub-and-Spoke Model for AI Citation
How hub-and-spoke content clusters build the topical authority AI assistants reward, why supporting articles must route link authority into your money pages, and why 82% of AI Overviews fire on low-volume, long-tail queries.
View reference →Off-Site Citation Channels: Where AI Assistants Actually Pull From
Most AI citations don't come from your own website. Here's the engine-by-engine map of which off-site sources, directories, Reddit, Wikidata, YouTube, reviews, feed ChatGPT, Gemini, Claude, and Perplexity, and why brand mentions beat backlinks about 3 to 1.
View reference →AI Crawlability & Eligibility: The First Gate
Why technical access is the #1 priority for GEO in 2026, and how to ensure AI bots can see your facts.
View reference →Entity Trust Score (ETS): The 5-Dimension Framework
A deep dive into the five dimensions that AI systems use to verify brand authority and citation eligibility.
View reference →