Use when an e-commerce business sells across multiple channels (own shop, Amazon, OTTO, eBay, Etsy, Zalando, etc.) and wants to know which channel is actually profitable vs which…
Use when an e-commerce or content site wants to deeply understand WHO their organic competitors are (often surprising — not the brands they think) and WHERE the competitors…
Use when a website experienced a sudden visibility/ranking drop that correlates with a published Google Core Update — symptoms include broad ranking loss across many keywords in a…
Orchestrator and entry point for the seo-rescue plugin. Routes to the nine sub-skills covering SEO rescue work after Google Core Updates: free-tier audit, recovery framework,…
Use when a site has lost visibility in AI search surfaces (Google AI Overviews, Google AI Mode, ChatGPT citations, Perplexity citations) or wants to systematically work toward…
Use when the user wants a basic SEO health check on a domain WITHOUT paying for any SEO tools — e.g. "kostenloser SEO-Check", "SEO ohne Sistrix", "ich habe nur Google Search…
Use when generating a polished single-PDF SEO snapshot for a third-party domain owner. The output is a decision-maker-friendly document in plain language for non-SEO-experts (shop…
Use when the user wants Google Search Console data pulled directly into the session instead of manually screenshotting / CSV-exporting from search.google.com.
Use when setting up automated weekly PageSpeed Insights tracking for a set of URLs — to catch performance regressions before users notice, or to validate that performance…
Use when you need to **measure** (not just describe) brand citation frequency across AI search surfaces over time.