ad testing tools

Performance Forecasting

Predict campaign ROI, CTR, and conversion rates before spending on media. Make data-driven budget decisions with AI-powered performance forecasts.

94%
Prediction Accuracy
3.2x
Average ROI Improvement
$2.4M
Avg. Saved Per Year
< 10 min
Forecast Speed

What We Forecast

Comprehensive performance predictions powered by machine learning models trained on millions of ad campaigns.

CTR Prediction Modeling

Predict click-through rates with 94% accuracy based on creative elements, messaging, and historical performance data.

Conversion Rate Forecasting

Estimate conversion performance before launch using AI models trained on millions of campaigns across industries.

CPM Efficiency Analysis

Calculate expected cost-per-thousand and optimize creative for maximum cost efficiency across platforms.

Platform-Specific Optimization

Get tailored predictions for Facebook, Instagram, YouTube, TikTok, and other major advertising platforms.

Budget Allocation

Receive data-driven recommendations on how to distribute spend across creative variations and platforms.

Engagement Forecasting

Predict likes, shares, comments, and other engagement metrics to gauge viral potential.

Platform Coverage

Get accurate performance forecasts across all major advertising platforms with platform-specific optimization recommendations.

Meta (Facebook & Instagram)

Accuracy:96%

Feed, Stories, Reels, Video Ads

YouTube

Accuracy:94%

Skippable, Non-skippable, Bumper Ads

TikTok

Accuracy:92%

In-Feed, TopView, Branded Effects

Google Display Network

Accuracy:93%

Display, Video, Responsive Ads

LinkedIn

Accuracy:91%

Sponsored Content, Video Ads

Twitter/X

Accuracy:90%

Promoted Tweets, Video Ads

How Teams Use Forecasting

Real-world applications of performance forecasting that drive measurable business outcomes.

Pre-Launch Budget Planning

Know exactly what ROI to expect before committing budgets. Make informed decisions on production and media spend.

67% reduction in budget waste

Creative Comparison

Compare predicted performance of multiple creative concepts to select the highest-performing option.

2.8x better creative selection

Platform Selection

Identify which platforms will deliver the best ROI for your specific creative and target audience.

45% improvement in platform efficiency

Campaign Optimization

Continuously forecast and optimize during campaigns to maximize performance and minimize waste.

3.1x mid-campaign improvement

Start Forecasting Performance

Stop guessing campaign outcomes. Get accurate ROI predictions before you spend.