Real-Time Conversion Prediction

Conversion prediction modeling uses a variety of weighted factors to predict the propensity for a buyer to complete a purchase at any given time. It uses artificial intelligence and machine learning to analyze past behaviors to identify the traits and signposts that someone is at the threshold of purchase. Machine learning algorithms constantly refine and improve scoring models for high accuracy.

The PivotBillions Conversion Prediction Module (CPM) scores each visitor to your site(s) and calculates a conversion propensity (CP) score in real-time. Getting the right offer in real-time to visitors with high CP has been demonstrated to dramatically improve the conversion rates and increase revenue.

At the same time, the CP score can reduce marketing waste by inhibiting serving offers to visitors who do not exhibit a propensity for conversion within a target time frame.


Free Account

The service is free to use for most site owners.  Enterprise users can contact us for a custom solution.

Real-Time Prediction

Predictive conversion propensity are calculated and scored in real-time for high actionability.

Optimize Integration

Easily integrate with Google Optimize or other optimization tools via API to combine action to the analysis.

How It Works


Sign up for a free account, configure your conversion goals and collect data for machine learning algorithms to calculate CP scores.


As more data is analyzed, Pivot Billions CPM continuously refines its modeling to improve CP score accuracy to help drive revenue and reduce costs.


APIs enable integration of conversion propensity score to automate targeted offerings through Google Optimize or other marketing optimization tool.