Predictive Analytics

90-day forecasts built
from your actual data.

Predictive projections with confidence intervals. Not benchmarks. Not industry averages. Your numbers, projected forward with ranges that reflect real variance.

30/60/90-day projection windows
Confidence intervals: expected, best, and worst case
AI-written narrative explaining the trends
Risk flags for potential decline
See it in action
90-Day Forecast
Google Ads - Conversions
HistoricalForecast
30 days
342
+8% projected
60 days
698
+12% projected
90 days
1,060
+15% projected
0 horizons
30, 60, and 90-day projection windows for every metric
Short, medium, and long range
0 metrics
Impressions, clicks, conversions, revenue, and cost forecasted
Cross-channel projections
0 bands
Expected, best-case, and worst-case confidence intervals
Variance-based ranges

How it works

Data in. Forecast out.

The AI reads your historical performance, identifies trends and seasonal patterns, and projects forward with confidence ranges that reflect real variance.

Multi-metric forecasting
Forecast impressions, clicks, conversions, revenue, and cost across channels. Each metric gets its own projection model.
Confidence intervals
Every forecast shows expected, best-case, and worst-case bounds. The confidence range reflects actual variance in your historical data.
30/60/90-day windows
Three horizons in every forecast. Short-term predictions are tighter. Longer windows show wider ranges. Pick the period that fits the conversation.
Narrative explanations
The AI writes a plain-English summary of what the forecast means. Trends, risks, and seasonal patterns explained in context.
Historical context
Forecasts sit alongside actual historical performance. See how the projection compares to last month, last quarter, and year-on-year.
Risk flagging
If a forecast shows potential decline, it gets flagged. The AI explains why and suggests what to monitor. No surprises.

AI narrative

The forecast, explained.

AI Forecast Narrative

Google Ads conversions have trended upward over the past 90 days, averaging 11.2 per day. The 30-day projection is 342 conversions (best case 380, worst case 305).

Seasonal patterns suggest a lift in April and May, consistent with last year. The 60-day and 90-day projections reflect this, with expected totals of 698 and 1,060 respectively.

Risk flag: If CPC continues to rise at the current rate (+3.2% month-on-month), conversion volume may flatten in the 60-90 day range unless budget is increased or targeting is narrowed.

Included with StratOS

See what is coming.
Plan for it.

Every client gets predictive forecasts. Real data, real variance, real ranges. Not a guess, not a benchmark.

Sign in to your dashboardTalk to us

AI forecasting included with every StratOS plan.

i3MEDIA© 2026 i3 Media. Forecasting is part of StratOS.
← Back to StratOS