Machine Learning Models

Browse our suite of machine learning models dedicated to helping you make intelligent decisions, personalize customers' experiences and accelerate growth

Shopping Stage

Conversion rate Average order value Cart abandonment

Users that are more likely to add a product to cart, go to checkout or complete a transaction.

Compatible data sources

Google Analytics

Google Analytics 360

BigQuery

Shopify

Cart Abandonment

Conversion rate Average order value Cart abandonment

Users that are more likely to abandon their cart in the current or next session.

Compatible data sources

Google Analytics

Google Analytics 360

BigQuery

Shopify

Customers LTV

CLTV Churn

The buying power of a customer or the most likely future total transactions value.

Compatible data sources

Google Analytics 360

BigQuery

Shopify

Mailchimp

Personalized Recommendations

Conversion rate Average order value Engagement

Personalized product recommendations that suit each customer's tastes and preferences.

Compatible data sources

Google Analytics

Google Analytics 360

BigQuery

Shopify

Related Products

Conversion rate Average order value Engagement

Display products related to a given product, based on users-products interactions.

Compatible data sources

Google Analytics

Google Analytics 360

BigQuery

Shopify

Frequently Bought Together

Average order value Conversion rate Engagement

Recommend the most relevant products that are likely to be purchased together.

Compatible data sources

Google Analytics

Google Analytics 360

BigQuery

Shopify

User Search Intent

Conversion rate Average order value Engagement

Classifying users' intent (informational, navigation, transactional, etc.) based on their search behavior.

Compatible data sources

Google Cloud Storage

Amazon S3

Segment

AI-Based Segmentation

Conversion rate Average order value CLTV

Automatically identifies the common characteristics of customers that completed transactions.

Compatible data sources

Google Analytics

Google Analytics 360

BigQuery

Segment

Churning

CLTV Churn

Customers that are at the risk of not returning for a new order in a given time interval.

Compatible data sources

Google Analytics

Google Analytics 360

BigQuery

Shopify

Forecasting

Conversion rate Average order value CLTV

Forecast top KPIs for your e-commerce business and make proactive decisions that boost revenues.

Compatible data sources

Google Analytics

Google Analytics 360

BigQuery

Shopify

Next Order Value

Conversion rate CLTV Churn

Predicts the most likely order value for a given user.

Compatible data sources

Google Analytics

Google Analytics 360

BigQuery

Shopify

Lookalike

Conversion rate Average order value CLTV

Identify groups of users (audiences) who look and act like a specific segment.

Compatible data sources

Google Analytics 360

BigQuery

Shopify

Mailchimp

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