Custom machine learning.

The vast quantities of behavioral, quantitative, and qualitative data streaming into Qubit enable us to generate and test robust machine learning solutions for personalization at scale. From natural language processing to training custom algorithms that deliver truly individualized experiences.

Empower individualization with machine learning.

Constantly evolving algorithms.

Qubit’s machine learning algorithms are trained on actual visitor data and are constantly being re-trained and updated to deliver value.

Predictive products.

Qubit uses machine learning to create a completely individualized experience for every user, learning and growing with every customer interaction.

Category preference prediction.

Qubit goes beyond product recommendations with category preference prediction showing users the categories of products they are most likely to prefer.

Qubit x Google Recs AI

Advanced product recommendation algorithms.


Recommendations across the customer journey.

Qubit’s product recommendation machine learning models are based on core business strategies, trained on vast data cohorts, and then layered with segmentation rules throughout the customer journey.

Wisdom of the crowd recommendations.

Use Qubit’s product recommendations to show trends and product popularity and showcase the very best of your brand.

Recommendation algorithms for business goals.

Several Qubit product recommendation algorithms are designed to reach business goals, like conversion or upsell—going beyond what’s viewed together to bring out interrelationships between different SKUs.


Big data, big impact.

Broad data collection.

The Qubit platform is designed to uncover insight from across hundreds of different data points. Thanks to the low-latency in our data pipeline, we can run our machine learning algorithms on that data for faster iterations that deliver consistent improvements.

Structured data for speedy comprehension.

Qubit’s data layer collects structured data allowing it to operate across all datasets: every Qubit customer can take advantage of machine learning powered by billions of user journeys’ worth of data.

Product insights

Our ML engine automatically finds and exposes valuable revenue opportunities for your attention helping you focus your web personalization efforts. Learn more >


Built on top of Google Cloud.

Access to Big Query via Live Tap, batch data transfers via Google Cloud Storage, or real-time behavioral data via Cloud Pub/Sub.