Ad Refresh Impact Estimator
Forecast how refresh timing may change measurable impressions, RPM, viewability risk, and estimated revenue—then compare scenarios and export results.
Refresh Scenario Modeler
Model baseline vs refresh. Choose trigger type, interval, caps, eligible slots, and optional CPM penalties to estimate lift.
Scenario Compare
Save multiple scenarios (intervals, triggers, caps) and compare impressions and revenue side-by-side. Use this to decide what to test first.
Viewability & Risk Notes
Refresh can increase measurable impressions, but it can also reduce viewability and buyer confidence if refreshed ads are not actually seen. This panel summarizes modeled risk based on interval, trigger type, and device-like behavior (session vs viewable time).
Export
Export the latest estimate as CSV. This is useful for documenting assumptions when you plan tests.