Advertising Forecasts

Stop Budgeting on Gut. Start Forecasting on Signal.

The Advertising Forecast Engine uses historical CPC data, auction density patterns, and seasonal demand curves to project your cost-per-click, ACoS trajectory, and campaign saturation point for the next 90 days — before you commit a dollar.

90-day CPC forecasts by keyword, match type, and placement

ACoS trajectory modelling under Conservative / Moderate / Aggressive scenarios

Seasonal uplift/downturn overlays based on 36 months of category ad data

Budget efficiency score: working spend vs. wasted spend

Integration-ready outputs for Amazon Ads, Skai, and Perpetua

Weekly forecast updates to track against actuals

±8.3%

CPC forecast median variance (90-day)

19%

Avg. reduction in wasted ad spend

36 mo.

Historical lookback data available

Full forecast access and API outputs are available to verified clients. Book a demo to see forecasts for your specific category.

Request Access