Sometimes also called uplift models, this products ranks users on whether she will take an action if and only if you act on the user.  Users with high scores are the ones that will not take the desired action unless you intervene with them.

RespondSoon Use Cases

What you can do when you can predict likely churners?

Promotion Optimization

Target promotions to increase maximum effectiveness without leaving money on the table.

Retention improvement

Try different marketing or in-app tactics to retain users who will respond and stick around, but are currently still active.

User Acquisition

Identify lookalike audiences who are most likely to install app by clicking on ads.  Exclude users who are most likely to find the app on their own, aka "organic".

Why Chose Us?

Quick results
Start getting predictions within 5 business days.  Spend your time implementing individualized strategies for each user instead of building the analyses.
Cost effective
Low risk

Our Value Proposition

We offer good enough user predictions for a fraction of the cost of building it in-house.  By leveraging as-needed AWS infrastructure along with a proven 12 year old platform, we pass to our customers the cost savings despite re-training models everyday.  

If you are looking for the most accurate model with full transparency, then Sonamine may not be the best choice.  But if you are willing to trade off full control for fast accurate predictions, then contact us to get started.


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