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Identify churn signals before the cancellation, segment by cohort and cause, and draft the save play — before the account is gone

ZeroTwo combines product usage signals, support ticket history, payment data, and qualitative interview notes to identify which accounts are showing churn signals — before they cancel. It segments churn by cohort, plan, and acquisition source, identifies the most common cancellation reasons, and drafts the save campaign, reactivation email, and expansion offer for each segment. Retention becomes a system, not a reactive scramble.

Churn Analysis — Q1 (47 Churned Accounts)
Retention Dashboard
Churned accounts analyzed47 — last 90 days
Top churn reasonLow activation — never reached first value moment
Cohort signalMonth 2 churn peak — 31% of churn
At-risk accounts now12 accounts — usage declining
Save plays drafted3 segments — activation, pricing, competitive
ZeroTwo

47% of churned accounts in Q1 never completed the data connection step — the same activation wall your onboarding audit identified. This isn't a pricing problem or a product gap — it's an activation failure that's converting well at the top of the funnel and then leaking at the same step every time. The save play for the 12 at-risk accounts isn't a discount — it's a 'white-glove setup call' offer. For the 47 churned accounts, 19 are worth a reactivation attempt in 90 days when your PDF export ships.

Churn Segments — 47 Accounts (Q1)
Activation failure (22)Never connected data source — Month 1-2
Competitive loss (11)'Chose Competitor A' — enterprise tier
Pricing (8)'Too expensive' — SMB — Month 3-4
Feature gap (6)'Missing Salesforce integration' — mid-market
Silent churn (0)0 churned this quarter without prior signal
At-Risk Accounts — 12 Identified
Usage declining: TechCorp40% drop in logins — 3 weeks
No export in 30 days: FinCoPower user gone quiet — risk signal
Support ticket: DataInc'Evaluating alternatives' — in ticket
Trial extension declined: StartCoDidn't convert at trial end — still on free
Billing flag: GlobalTechPayment failed — dunning in progress
Save Plays — 3 Segments
Activation saves (22 accounts)White-glove setup call offer — not a discount
Competitive saves (11 accounts)ROI comparison + Competitor A weakness brief
Pricing saves (8 accounts)Annual plan at 20% discount — lock in retention
Feature-gap saves (6 accounts)'Salesforce launches in Sprint 13' — hold with timeline
At-risk save (12 accounts)Personal outreach from founder — 48hr response window
Expansion Opportunities Identified
Heavy users at seat ceiling (7)Upgrade to next tier — natural usage moment
Single-user champions (4)Team invite sequence — expand within account
High export volume (3)Enterprise feature adoption — upgrade conversation
Annual plan candidates (8)Monthly-to-annual conversion — 20% discount offer
Advocacy candidates (5)High satisfaction + high usage — case study + referral ask

Churn analysis tools built for SaaS startups

Churn signals identified before the cancellation email

ZeroTwo combines usage drops, support ticket language, payment flags, and behavioral signals to identify at-risk accounts before they cancel — so the save play happens when there's still a chance to reverse it, not after the account is gone.

Save plays that match the churn reason, not a generic discount

ZeroTwo segments churn by cause — activation failure, competitive loss, pricing objection, feature gap — and drafts a save play specific to each segment. An activation failure gets a white-glove setup call. A competitive loss gets a ROI comparison. A pricing objection gets an annual plan offer.

Expansion opportunities in the accounts you already have

ZeroTwo identifies expansion signals in existing accounts: heavy users at the seat ceiling, single-user champions without team invites sent, high export volume on a mid-tier plan, and annual plan candidates from high-retention monthly users. Expansion revenue is in the base.

How to analyze churn and run save plays with ZeroTwo

Step 1
Analyze churned accounts by segment

Share your churned account data: cancellation reasons from exit surveys, support ticket history, usage data, and any qualitative notes from calls. ZeroTwo segments churn by cohort, plan, acquisition source, and underlying reason — so the team sees where to fix the funnel.

Step 2
Identify at-risk accounts with usage signals

ZeroTwo combines usage decline patterns, support ticket language, billing flags, and behavioral signals to identify accounts that are showing churn signals right now — before the cancellation email arrives.

Step 3
Draft the save play for each segment

ZeroTwo drafts a save play for each churn segment: the activation failure gets a white-glove setup call offer, the competitive loss gets a ROI comparison, the pricing objection gets an annual plan, and the feature-gap churn gets a timeline commitment for when the feature ships.

Step 4
Identify expansion opportunities in the base

ZeroTwo identifies expansion signals in existing accounts — heavy users at the seat ceiling, single-user champions, high-volume feature users on low tiers — and drafts the expansion outreach for each: upgrade conversation, team invite sequence, or annual plan conversion.

Share your churned account data: cancellation reasons from exit surveys, support ticket history, usage data, and any qualitative notes from calls. ZeroTwo segments churn by cohort, plan, acquisition source, and underlying reason — so the team sees where to fix the funnel.

Step 1
Analyze churned accounts by segment

More ways to use ZeroTwo for churn reduction and expansion

More ways to use ZeroTwo

Retention is your most efficient growth lever. Most startups treat it as a reactive scramble.

Acquiring a new customer costs 5-7x more than retaining an existing one. Use ZeroTwo to identify churn signals before the cancellation, segment by cause, draft the save play matched to the reason, and find the expansion opportunities already in your base — so retention becomes a system, not a weekly fire drill.