Churned.io is a predictive AI platform that analyses customer data to forecast churn, retention and upsell propensity and recommend actions to customer and marketing teams. Shiplog is an AI account manager that not only reasons over every account but also takes the next best action itself, across identity, conversion, nurture and expansion. Churned.io tells you which accounts are at risk or ready to buy; Shiplog reasons per account and runs the move, with your approval.
This page compares the two factually and explains where each one fits.
Quick comparison
| Shiplog | Churned.io | |
|---|---|---|
| Core model | Agentic. Reasons per account and acts | Predictive. Forecasts churn and upsell and recommends actions |
| Output | The next best action, run for you | Scores, predictions and recommendations for your team |
| Lifecycle scope | Identity, free to paid, nurture, expansion, reactivation | Churn, retention and upsell prediction |
| Account focus | The full self serve and long tail base | Accounts across your customer data |
| Data approach | Read only layer on your existing stack, approval gated | Ingests customer data to model propensity |
What Churned.io is
Churned.io is a predictive intelligence platform for retention and growth. It analyses large numbers of data points across your customer base to model churn risk, retention likelihood and upsell or cross sell propensity, and it surfaces those predictions and recommended actions to customer success and marketing teams. Its strength is the predictive layer: it helps teams see, ahead of time, which accounts are likely to churn and which are likely to expand, so people can prioritise where to act.
What Shiplog is
Shiplog is an AI account manager for every account. It connects to the product, CRM, support and billing signals you already have, builds a live profile for each account, and then acts: it turns anonymous, personal email and check the box signups into identified accounts, converts free users to paid, surfaces pro to enterprise upgrades, reactivates quiet accounts and personalises lifecycle communication. It starts read only, with the smallest data footprint that works, and nothing goes out without your rules and your approval.
How Shiplog differentiates
It closes the loop from prediction to action. Churned.io predicts and recommends, then a person executes. Shiplog reasons over each account and runs the next best action itself, so the prediction turns into a personalised move without waiting for a human to pick it up.
It resolves identity first. Shiplog turns anonymous and personal email signups into identified accounts, which is the starting point for acting on a self serve base rather than only scoring the accounts already known.
It personalises at scale, not only scores. Beyond predicting propensity, Shiplog builds and refreshes cohorts and delivers education, offers and nudges to each account based on where it actually is in its lifecycle.
It covers conversion and expansion end to end. Shiplog moves accounts from free to paid and pro to enterprise and finds enterprise buyers hiding in the self serve base, not only flagging upsell likelihood.
It is retain first and approval gated. Shiplog does not push an upsell to an account that is not sticking, and every customer facing move waits for your rules and your approval.
When Churned.io is the better fit
Churned.io is the stronger choice if what you need most is a strong predictive layer, accurate churn and upsell scoring across your base, feeding a team that will decide and execute the outreach themselves. If your team wants prioritisation and prediction rather than autonomous action, Churned.io is well suited to that.
When Shiplog is the better fit
Shiplog is the stronger choice if you want the action itself, not only the prediction: identity resolution, free to paid conversion, personalised nurture and expansion run per account across the self serve base, read only and approval gated. If the gap is execution capacity rather than knowing where risk and opportunity sit, Shiplog is built to close it.
Frequently asked questions
Is Shiplog a Churned.io alternative? They overlap on reasoning over customer data, so for many teams yes. The distinction is that Churned.io predicts and recommends while Shiplog also resolves identity and runs the next best action across conversion, nurture and expansion.
Does Shiplog predict churn like Churned.io? Shiplog reasons over each account, including risk of an account going quiet, and then acts on it. Its emphasis is turning that reasoning into a personalised move rather than presenting a score for a person to work.
Can I use both? Yes. Some teams use a predictive layer for scoring and Shiplog to act on the accounts across the self serve base. In practice Shiplog aims to combine the reasoning and the action in one place.
Bottom line
Churned.io predicts which accounts will churn or expand and recommends what to do. Shiplog reasons per account and does it, from identifying anonymous signups to converting free to paid to expanding across the long tail. If the missing piece is action at scale rather than prediction, Shiplog is the AI account manager that acts.