Legend:

This report delivers deep sales analysis with a spotlight on promotional effectiveness across product categories. Users compare promo outcomes at multiple granularities, adjusting SVG label-density to match audience and display constraints-capabilities unavailable in default visuals. Cross-filters align uplift, cannibalization, and halo effects across channels and time windows. Forecast panels combine econometric trend analysis with projected sales and transaction counts, featuring 3-, 6-, and 9-month moving averages for the next six months. Confidence ranges and scenario toggles make sensitivity transparent to non-analysts. A final SVG lollipop chart juxtaposes sales vs. budget to emphasize deviations at a glance.