Subsets

AI platform that helps subscription businesses predict churn, run experiments, and automate retention strategies.

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subsets.com
Verified API available
Quick facts
What is it AI platform that helps subscription businesses predict churn, run experiments, and automate retention strategies.
Pricing Contact for Pricing
Platform Web Application
API Yes
Best for Identifying subscribers at risk of churn, Testing and optimizing email or outreach campaigns
Domain registered 2004

Data updated Aug. 1, 2026

What does Subsets do?

Subsets is an AI-powered platform designed specifically for businesses with subscription models. Its core function is to help commercial teams reduce customer churn and increase lifetime value. It does this by training a unique machine learning model on a company's first-party data—like subscription, product usage, and CRM information—to identify subscribers who are most at risk of leaving. The platform then provides tools to understand why those subscribers might churn, test interventions, and automate the most successful retention strategies.

What makes Subsets stand out is its focus on the entire retention workflow, all within a single interface meant for non-engineers. It doesn't just flag at-risk customers; it uses explainable AI to highlight the specific behaviors driving the risk, such as low engagement or missed payments. Teams can then run targeted A/B tests (like a special offer or a re-engagement email) directly through their existing marketing channels. The platform automatically tracks the impact of these experiments on key metrics like retention rate and lifetime value, detecting statistical significance so teams know what actually works.

This tool is a powerful fit for marketing and commercial teams at media companies, SaaS businesses, or any organization reliant on recurring revenue. It moves retention from a reactive, gut-feel process to a data-driven, automated one. For example, a news publisher could use Subsets to identify readers who haven't opened the app in a month, understand they typically cancel after three inactive weeks, automatically test a personalized 'we miss you' email with a curated article list, and then permanently automate that winning message for all future subscribers who hit that same inactivity threshold.

#a/b testing#behavioral analytics#churn prediction#customer lifetime value#marketing automation#subscription-retention

Key features

What makes it stand out
01
AI predicts high-risk subscriber audiences for retention
02
Explainable AI uncovers behavioral drivers behind churn
03
Run A/B tests on retention strategies within existing tools
04
Automatically analyzes experiment impact on key metrics like LTV
05
Turns successful experiments into 'always-on' automated workflows

Who is Subsets for?

Who benefits most from this tool
Identifying subscribers at risk of churn
Testing and optimizing email or outreach campaigns
Automating proven retention strategies to protect revenue

Trust & presence

Domain Domain registered 2004

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