You do not need a data science team to predict churn. A weighted rule-based score built from four signals catches most churners 30-60 days out, and your CSMs can actually explain why an account is flagged. Here is how to build one.

Jul 6, 2026 Read more →

Comparison 10 min read

Best AI Models for Churn Analysis in 2026 (Compared)

Fable 5, Opus, Sonnet, Haiku, GPT, Gemini. Which AI model should actually do your churn analysis? The honest answer depends on the task and the budget, not the brand. Here is the breakdown, with a picker.

Jul 5, 2026 Read more →

Strategy 9 min read

Using AI to Find the Involuntary Churn Bugs Bleeding Your MRR

A big share of SaaS churn is involuntary and technical: a failed webhook, a dropped usage event, a subscription-state bug. Nobody sees it because nobody is looking. Here is how a frontier model finds it.

Jul 5, 2026 Read more →

Strategy 9 min read

How to Build an At-Risk Account Triage Agent (2026)

A frontier model can do the first-pass read on every at-risk account overnight and hand your CSMs a ranked save-list by morning. Here is exactly what to build, what data it needs, and the honest limits.

Jul 5, 2026 Read more →

Strategy 11 min read

Claude Fable 5 for Churn: What Older Models Could Not Do

Claude Fable 5 is Anthropic's most capable model yet. Here is the honest read on what a frontier model like it can actually do for churn work that older models could not, where it changes nothing, and whether it is worth the price.

Jul 4, 2026 Read more →

Comparison 9 min read

Best UserMotion Alternatives in 2026 (Tested & Ranked)

UserMotion scores your users to surface product-qualified leads, expansion, and churn risk. Here are 6 alternatives ranked by fit, plus a calculator for the pipeline you are missing without any scoring at all.

Jul 4, 2026 Read more →

Comparison 9 min read

Best CustomerSuccessBox Alternatives in 2026 (Ranked)

CustomerSuccessBox covers the CS fundamentals well, but pricing, roadmap pace, or your stage can push you elsewhere. Here are 7 alternatives ranked by fit, with an interactive picker for your priority.

Jul 4, 2026 Read more →

Comparison 10 min read

Best Churn Analytics Software in 2026 (Tested & Ranked)

Churn analytics splits into two families: subscription revenue metrics and product behavior. Here are the 6 best tools ranked by what you actually want to measure, with an interactive picker.

Jul 3, 2026 Read more →

Comparison 9 min read

Best Mixpanel Alternatives in 2026 (Tested & Ranked)

Mixpanel is a strong product-analytics tool, but pricing, autocapture, or your stack can push you to look elsewhere. Here are 6 alternatives ranked by fit, with an interactive picker for your priority.

Jul 3, 2026 Read more →

Comparison 10 min read

Mixpanel vs Amplitude (2026): Which Is Better for Churn?

Mixpanel and Amplitude are the two big product-analytics tools for spotting the behavior that predicts churn. Here is where each one wins, the real data-model difference, and an interactive picker for your team.

Jul 2, 2026 Read more →

Comparison 9 min read

Vitally vs Catalyst (2026): Which CS Platform Wins?

Vitally and Catalyst are the two modern customer success platforms, but they optimize for different things: product-led automation versus revenue-led expansion. Here is where each wins, with an interactive picker.

Jul 2, 2026 Read more →

Comparison 9 min read

Best Ecommerce Subscription Apps 2026 (Recharge vs Bold vs Skio)

Recharge, Bold, and Skio power most Shopify subscriptions, but for reducing churn the retention features matter more than the billing. Here are 6 apps ranked by fit, with an interactive picker.

Jul 1, 2026 Read more →

⭐ Featured

Tools to put these strategies into practice

The retention tools I recommend most often.

All tools →

ChurnHalt

Analytics & Insights

You're finding out about churn after it happens. ChurnHalt analyses your Stripe history, finds the patterns behind cancelled subscriptions, and flags who you should focus on.

Retention Email Snapshot

resurrection

Retention & Loyalty

A 15-minute diagnostic call that surfaces exactly where your lifecycle emails are losing users. $249 value - ChurnTools users pay $149 with code CHURNTOOLS40.