SEO analyst use cases
Nobody opens an analytics tool for fun. They open it because someone asked a question. These are the eight questions that come up most, each mapped to the report that answers it with your own Search Console and GA4 data.
Traffic moved and nobody knows why
The first question after any drop or spike: what changed, on which pages and queries, and whether Google or the site caused it.
Rankings are there, clicks are not
When impressions hold but clicks fall, the loss is in the snippet, the SERP layout or two of your own pages competing.
Prove the work paid off
The reports a client or a board actually asks for: where the next gain is, and what the last one was worth.
How to read these scenarios
Each scenario starts from a sentence someone says out loud — "traffic is down", "the client wants proof", "we rank but nobody clicks" — and ends at a report you can put in front of them. That is the whole point of the ordering: you are not browsing a tool list, you are looking up the question you were handed.
All of the reports read your own Search Console and GA4 data, so the numbers match what Google shows. If you need the full catalogue instead of a scenario, the analytics section lists every report grouped by the part of the platform it lives in.
The scenarios cover the questions that come up again and again: why organic traffic dropped after a Google update, where a page loses clicks despite holding its ranking, and what keyword cannibalization is doing to a set of URLs. Each one starts from Google Search Console data, so the answer is about your site rather than an industry average.