Intelligence Module · Churn Detection

    Your Best Customers Are Leaving. You Just Don't Know It Yet.

    LiftSignals detects disengagement signals 30–90 days before a customer churns — so you can intervene while there's still time to save the relationship.

    0255075100JanFebMarAprMayJunJulAugSepOctNovDecEngagement Score

    Without early detection, the revenue loss is invisible until it's irreversible.

    THE PROBLEM

    Churn is silent. By the time you see it, it's already too late.

    E-commerce brands lose customers every day without realising it. There's no breakup email. No cancellation form. Customers just stop. They open fewer emails. They visit less. Their cart sits empty.

    And your dashboard? It shows last month's revenue just fine. It doesn't show you who's 60 days away from being gone forever.

    What your dashboard shows

    Jan
    Feb
    Mar
    Apr
    May
    Jun
    Revenue looks fine.↑ +8% MoM

    What's actually happening

    847 customers disengagingEmail open rate: ↓34%Avg days since last purchase: ↑41

    The revenue cliff is 90 days away.

    THE COST

    Every churned customer is a cost you've already paid twice

    $127

    avg CAC for e-commerce

    You paid to acquire them. Now pay again.

    The average e-commerce brand spends $127 to acquire a new customer. When that customer churns quietly, every dollar of that acquisition cost becomes a loss. And then you pay again to replace them.

    68%

    churn silently

    Most at-risk customers never complain

    68% of customers who leave never raise a complaint, request a refund, or give you any signal you'd catch manually. They simply stop engaging. By the time you notice, the window to win them back has closed.

    5x

    more expensive

    Reacquisition costs 5× more than retention

    Winning back a churned customer through paid channels costs 5 times more than retaining an at-risk one. Every customer you lose and need to reacquire compounds your marketing cost structure permanently.

    THE SOLUTION

    Spot Disengagement Before It Becomes Departure

    LiftSignals monitors every customer's behavioral signals continuously — purchase frequency, email engagement, site visits, and recency — and calculates a real-time Churn Risk Score for each one. When a customer starts drifting, you know 30 to 90 days before they're gone.

    RECENCY SIGNAL

    Days since last purchase

    47 days

    Normal: <21 days · At risk: 21–60 days · Churning: 60+ days

    ENGAGEMENT SIGNAL

    Email open rate trend

    ↓62% drop in open rate over last 8 weeks

    FREQUENCY SIGNAL

    Site visit frequency

    W1
    W2
    W3
    W4

    Was visiting 4× per week. Now: once per month.

    VALUE SIGNAL

    Average order value trend

    AOV dropped 40% over last 3 orders

    Recency ↑ + Engagement ↓ + Frequency ↓ + AOV ↓ = 🔴 High Churn Risk

    CHURN RISK INTELLIGENCE

    Every customer. Ranked by risk. Updated daily.

    LiftSignals gives every customer a Churn Risk Score from 1–100 and groups them into risk tiers. You see who needs attention today — not who churned last quarter.

    CustomerRisk ScoreRisk TierLast PurchaseSignalAction
    Sarah M.🔴 87Critical61 days agoOpen rate ↓72%
    James T.🟠 74High38 days agoNo purchases last 2 months
    Priya K.🟡 58Medium22 days agoAOV dropped 35%
    Daniel W.🟡 52Medium19 days agoVisit frequency halved
    Emma R.🟢 23Low4 days agoAll signals healthy
    Marcus L.🟢 11HealthyYesterdayRecent purchase
    🔴 Critical tier (847 customers) → Auto-trigger win-back sequence
    🟠 High tier (1,203 customers) → Priority re-engagement campaign
    🟢 Healthy tier → Maintain — no action needed

    HOW IT WORKS

    Continuous monitoring. Zero manual effort.

    Real-time

    Monitor Every Signal

    LiftSignals tracks purchase recency, email engagement, visit frequency, and order value for every customer — automatically, every day.

    0100
    Updated daily

    Calculate Churn Risk Scores

    Each customer receives a dynamic risk score (1–100) that updates as their behavior changes. Rising risk triggers automatic alerts.

    One-click export

    Trigger Interventions Automatically

    Push at-risk segments directly to Klaviyo for win-back sequences, or to Meta Ads for suppression. The right action, for the right customer, at the right moment.

    LiftSignals recalculates every customer's churn risk score every 24 hours. A customer who re-engages today moves out of the at-risk tier automatically.

    INTERVENTION PLAYBOOKS

    The right intervention for every risk tier

    !
    Critical Risk

    Score: 75–100

    No purchase in 60+ days · Email engagement collapsed

    These customers are one step from gone — act immediately

    What to do

    • Trigger a 3-touch win-back email sequence immediately — subject line must reference their last product
    • Offer a meaningful, time-limited incentive (not a generic discount — personalize it)
    • Suppress from all promotional campaigns — don't dilute the win-back signal
    • If no response after 3 emails, pause outreach and move to Lost protocol
    Win-back success rate on Critical tier with personalized sequence: 28%

    30–0

    days of advance warning before churn

    0%

    win-back rate on Critical Risk customers with personalized sequences

    0x

    cheaper to retain an at-risk customer than reacquire a churned one

    0

    customers flagged as at-risk in an average store on day one

    GET STARTED

    See which of your customers are about to leave

    Connect your store and LiftSignals surfaces your at-risk customers automatically. No data science. No manual audits. Just a clear list of who needs your attention — today.

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