seo-performance-analysis

Locate an installed Open Analytics runtime or its project checkout. If unavailable, explain the missing dependency rather than inventing a tool call.

Use open-analytics discover to inspect supported datasets. Run the page-level-gsc-ga4-analysis workflow with an explicit client configuration and a fresh private output directory. Follow open-analytics run --help for arguments; provider tool names belong in the host's bindings.

Before interpretation, inspect manifest.json for the date window, scope, filters, timezone and completeness. Read findings.json warnings and trace calculations to normalized.json. Keep unavailable data unknown. A source label or UTM alone does not establish causal attribution. Explicitly identify hypotheses and required follow-up evidence.

Deliver the report and its limitations. The runtime currently supports a limited first-release workflow; do not imply revenue, user journeys or week-over-week comparisons were computed when absent. Requests to publish reports or change tracking need their own user authorization.