geo

How to actually quantify your presence in AI answer engines in 2026: query banks, sampling at scale, citation attribution, llms.txt and Common Crawl tracking, and the KPIs that survive scrutiny from leadership without overclaiming precision.

How AI engines decide which crypto sources to cite, and the on-page patterns that earn those citations. Aimed at SEOs who already do classical optimization and want the cross-over playbook for ChatGPT, Perplexity, and Google AI Overviews.

A pattern library for the single highest-leverage page on a centralized exchange: the asset / coin page. Anatomy, schema stack, internal-linking model, and the GEO additions that turn it into a citation magnet.