Advertising Forecasts

Stop Budgeting on Gut. Start Forecasting on Signal.

The Advertising Forecast Engine uses your historical Amazon Ads performance data — CPCs, bid trends, and seasonal patterns from your own campaigns — to project your cost-per-click, ACoS trajectory, and campaign efficiency 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

Always-on and campaign-based budget frameworks with ROAS targeting

14-day attribution window modelling — aligned to Amazon's standard attribution model

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

Weekly forecast updates to track against actuals

$46.9B

Amazon advertising revenue in 2023, up 27% YoY — Amazon Q4 2023 Earnings

~14%

Amazon's share of global digital advertising spend — eMarketer, 2024

36 mo.

Client Ads history analysed

Full forecast access, API outputs, and a strategist to help you act on the data are available to verified clients. Book a session to see forecasts for your specific category.

Book a Strategy Session