/seo/ - SEO Techniques

stumbled on this 3 layer diagnostic matrix that moves beyond just checking google search console for clicks. it focuses on measuring ai presence and business readiness rather than relying on old school ranking factors like sessions or position.
>the old organic model is becoming less sufficient in an ai environment
anyone else finding that traditional metrics are basically useless for tracking brand mentions in llm responses lol?

full read: https://www.aleydasolis.com/en/ai-search/a-3-layer-framework-to-measure-ai-presence-readiness-and-business-impact-redefining-metrics-for-the-ai-search-era/