toolkit

Will search engines find and rank it?

GSC decline decomposition

GSC traffic-drop triage with mechanism attribution — decompose a click decline into worse ranking, weaker demand, falling click-through, a mix of the three, the page dropping out of results, or a decline that turns out to be growth, with an ordered rule set, grain-coverage gate, URL-migration clustering, stable-position cohort CTR test, equal-window + YoY cross-check and hedged verdict.

What this capability does

GSC traffic-drop triage with mechanism attribution — decompose a click decline into worse ranking, weaker demand, falling click-through, a mix of the three, the page dropping out of results, or a decline that turns out to be growth, with an ordered rule set, grain-coverage gate, URL-migration clustering, stable-position cohort CTR test, equal-window + YoY cross-check and hedged verdict.

How employees use it

Ask for the outcome in normal job language. The coding agent selects the approved implementation, records evidence, and returns a review-ready result.

“why did clicks drop for https://sherberandrad.com”

Where the technical instructions live

The detailed implementation guide stays inside the private Toolkit repository. Employee-facing pages intentionally use friendly capability names only.

Watch real OpenCode results in Toolkit in Action →