Intelligence Module · Next Purchase Prediction

    Know When Every Customer Is About to Buy — Before They Do

    LiftSignals predicts the exact window when each customer is most likely to make their next purchase — so your campaigns arrive at the moment of maximum intent, not whenever your calendar says to send.

    Next 30 Days

    Mon

    Tue

    Wed

    Thu

    Fri

    Sat

    Sun

    Low intent window

    48 customers entering peak purchase window this week · $31,400 projected

    THE PROBLEM

    You send on your schedule. Not your customers'.

    Tuesday at 10am. The last day of the month. Black Friday. Your campaign schedule is built around when it's convenient for your team to send — not when your customers are ready to buy.

    The customer who was ready to purchase on Thursday got your email on Tuesday. The customer who needed one more nudge on Saturday got nothing because your cadence says Friday only. Timing isn't a nice-to-have. It's often the entire difference between a conversion and an unsubscribe.

    How brands schedule campaigns

    SENDMonTueWedThuFriSatSun

    Campaign sent: Tuesday 10am

    Customer purchase intent at send time: LOW

    What LiftSignals shows

    MonTueWedThuFriSatSun

    Predicted peak intent window: Thursday–Friday

    Sending in the peak window: 2.7× higher conversion rate

    THE COST

    Wrong timing trains customers to tune you out

    72-hour peak

    Purchase intent has a shelf life

    A customer who browsed a product category three times in two days is in an active consideration window. That window typically lasts 48–72 hours. Send your campaign a week later and they've already bought from a competitor — or simply moved on.

    ↓ 41% open rate

    Sending at the wrong time gets you ignored

    Every off-timing email that lands when a customer isn't in a buying mindset trains them to ignore your messages. Open rates drop. Unsubscribes rise. Your list — the asset you spent years building — quietly degrades every time you send at the wrong moment.

    3 of 5 lost to timing

    The competitor who shows up first wins

    Research shows 3 in 5 customers who were ready to buy from you ended up purchasing from a competitor who reached them first. Not because their product was better. Not because their price was lower. Because they showed up at the right moment and you didn't.

    THE SOLUTION

    The Right Moment for Every Customer

    LiftSignals analyzes every customer's purchase history, browsing behavior, seasonal patterns, and category cycles to predict the exact window when they are most likely to buy next. Not a generic 'send on Tuesday' heuristic — a per-customer prediction, updated daily.

    CYCLE SIGNAL

    Historical purchase intervals

    Bought every 27–31 days for 6 months → next purchase: Day 28–32

    SEASONAL SIGNAL

    Category purchase patterns

    Category peaks in Oct–Nov and Mar → next peak window: 3 weeks

    BROWSE SIGNAL

    Recent product page activity

    3 category visits in 48hrs → entering purchase window now

    REPLENISHMENT SIGNAL

    Days since last purchase

    Last purchase: 24 days ago · Avg repurchase: 28 days → send now

    Cycle(28d) + Seasonality(peak) + Browse(active) + Interval(24d) = ⚡ Purchase Window: This Week

    PURCHASE PREDICTION INTELLIGENCE

    A predicted purchase date for every customer. Daily.

    LiftSignals maintains a rolling 30-day purchase prediction for every customer in your store. You always know who's buying this week, who's buying next week, and who to leave alone.

    THIS WEEK

    Emma R.94%

    Cart active

    James T.87%

    3 browses

    Priya K.81%

    28-day cycle

    +45 customers

    NEXT WEEK

    Marcus L.74%

    Seasonal peak

    Daniel W.68%

    Browse + email click

    Sarah M.61%

    21-day interval

    +112 customers

    WEEK 3

    Aisha B.52%

    Category cycle

    Tom H.48%

    Re-engagement

    +203 customers

    WEEK 4+

    387 customers · Low priority

    No action recommended

    Projected Campaign Revenue by Week

    $0
    This week
    $0
    Next week
    $0
    Week 3
    $0
    Week 4+

    HOW IT WORKS

    Predictions that update as your customers evolve

    Full history

    Learn Each Customer's Pattern

    LiftSignals analyzes every customer's complete purchase history — timing, frequency, category, seasonality — and builds an individual behavioral model for each one.

    Updated daily

    Generate a Purchase Window

    Each customer receives a rolling 30-day purchase prediction — a specific window when they are statistically most likely to buy next, based on their unique pattern and current signals.

    Automated triggers

    Deliver Campaigns in the Window

    Sync your high-intent week-1 customers to Klaviyo or push to Meta Ads. Campaigns go to the right people at the right moment — automatically, without manual scheduling.

    Predictions recalculate every 24 hours. A customer who browses heavily on Monday enters their peak window by Tuesday — your next scheduled send catches them automatically.

    TIMING PLAYBOOKS

    The right campaign for every purchase window

    Peak Window

    Predicted: 0–7 days

    Browse active · Cart signals · Cycle aligned

    These customers are in their highest-intent window right now

    What to do

    • Send your primary campaign today — don't wait for your usual schedule
    • Lead with the specific product or category they've been browsing
    • For replenishment products: a simple 'running low?' subject line converts extremely well
    • Skip the discount for scores above 85 — they're already motivated
    • One follow-up after 48hrs if no conversion — then remove from active window
    Peak window campaigns vs. calendar-scheduled: 2.7× conversion rate

    0×

    higher conversion rate sending in predicted peak window

    0×

    revenue per send on automated replenishment campaigns

    0

    day rolling prediction maintained for every customer, updated daily

    0

    average customers entering peak purchase window every week

    GET STARTED

    See who's about to buy from you this week

    Connect your store and LiftSignals generates a rolling 30-day purchase prediction for every customer. Send your next campaign to the people in their peak window — and watch your conversion rate climb.

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