You will get a predictive lifetime value model that forecasts customer revenue potential
Project details
Estimates the future revenue potential of your users until their natural churn point.
Based on a forward-looking approach that estimates the probability of customers making each subsequent transaction, and arrive at a future 'infinite' lifetime value with a given accuracy score. The power of using our predictive LTV model over a backward-looking timegated LTV is the quick feedback loop. Launching new products or changing prices will immediately be seen in the accuracy of each customer's lifetime value, allowing for real-time optimization and better decision-making.
This approach provides a deeper understanding of your customers, helping you maximize the value of your customer base and enabling sustainable growth.
Based on a forward-looking approach that estimates the probability of customers making each subsequent transaction, and arrive at a future 'infinite' lifetime value with a given accuracy score. The power of using our predictive LTV model over a backward-looking timegated LTV is the quick feedback loop. Launching new products or changing prices will immediately be seen in the accuracy of each customer's lifetime value, allowing for real-time optimization and better decision-making.
This approach provides a deeper understanding of your customers, helping you maximize the value of your customer base and enabling sustainable growth.
Machine Learning Tools
BERT, pandas, Python, scikit-learn, SQL, Tableau, TensorFlowWhat's included $2,500
These options are included with the project scope.
$2,500
- Delivery Time 30 days
- Number of Revisions 2
- Model Validation/Testing
- Model Documentation
- Data Source Connectivity
About Alex
AI & Machine Learning | Hyper-Personalization | Grow Customer LTV
Glyfada, Greece - 5:02 am local time
I have a strong hands-on background in product growth, data analytics, A/B testing & experimentation, conversion rate optimization, user acquisition, user retention & engagement, and digital media (paid social & search).
Steps for completing your project
After purchasing the project, send requirements so Alex can start the project.
Delivery time starts when Alex receives requirements from you.
Alex works on your project following the steps below.
Revisions may occur after the delivery date.
Action plan based on use case
By understanding your targeted use case for customer segmentation, we can tailor how we plan to produce the ideal output.
Access to data source(s) and data engineering
We deep-dive into your data, cleaning it as necessary to ensure we can analyze it effectively.