google-analytics-reporter

Funnel diagnosis in GA4 works by analyzing your exported data to identify drop-offs and detect anomalies across cross-segment comparisons. It performs multi-layer analysis on devices, regions, and audiences to pinpoint engagement bottlenecks and recommend next steps.

You can customize KPIs for Google Analytics channel deep-dives by configuring them within the Skill before analysis. This allows the generated executive report to align checks with your Ideal Customer Avatar (ICA) and focus on your specific performance metrics.

You need GA4 export formats like CSV, API, or spreadsheet files to generate executive insights. The Skill requires these data formats to validate data quality, perform multi-layer analysis, and deliver tailored executive reports with clear recommendations.

Data quality validation happens automatically when you provide a GA4 export and specify your reporting objective. The Skill checks your data before performing multi-layer performance, channel, engagement, and funnel analysis to ensure accurate executive insights.

The main limitation is that cross-segment comparisons depend entirely on the dimensions and metrics present in your GA4 export. If your CSV or API data lacks specific device, region, or audience segments, the Skill cannot analyze those gaps for executive insights.