LiftSignals runs 12 intelligence models simultaneously across your customer data — then AI synthesizes all 12 outputs into a weekly brief of your five highest-impact marketing actions, ranked by revenue potential. Raw data to clear decisions, automatically.
RAW SIGNALS · UNREAD
order_id: 48291 · customer: sarah.m@... · $142 · 2024-03-14
session: 00:04:21 · pages: 7 · cart: abandoned
email: opened · clicked: false · unsubscribed: false
order_id: 48294 · repeat: true · days_since_last: 28
churn_signal: none_detected · segment: unknown
zip: 10001 · channel: meta_ads · cpc: $2.14
order_id: 48301 · customer: mike.t@... · $67 · 2024-03-15
session: 00:01:12 · pages: 2 · bounce: true
email: not_opened · last_open: 34d ago
order_id: 48309 · customer: jess.w@... · $284 · 2024-03-16
order_id: 48291 · customer: sarah.m@... · $142 · 2024-03-14
session: 00:04:21 · pages: 7 · cart: abandoned
email: opened · clicked: false · unsubscribed: false
order_id: 48294 · repeat: true · days_since_last: 28
churn_signal: none_detected · segment: unknown
zip: 10001 · channel: meta_ads · cpc: $2.14
order_id: 48301 · customer: mike.t@... · $67 · 2024-03-15
session: 00:01:12 · pages: 2 · bounce: true
email: not_opened · last_open: 34d ago
order_id: 48309 · customer: jess.w@... · $284 · 2024-03-16
47,000 rows. Zero insight.
INTELLIGENCE · ACTIONABLE
Sarah M. — Champion · CLV: $1,840
Churn risk: HIGH · 47 days since purchase
Next purchase window: This week · 87%
Recommend: Insoles (68% co-purchase)
Discount sensitivity: Full price buyer
Reactivation score: 91 · Priority
THE PROBLEM
Every order you process generates a purchase record. Every email generates open and click data. Every site visit generates behavioral signals. Every ad generates attribution data. After three years of operation, a typical e-commerce brand has tens of thousands of customer records — each containing dozens of behavioral signals.
Almost none of it gets read. Not because it isn't valuable. Because turning raw transaction data into actionable intelligence requires analytical infrastructure most brands don't have — data science teams, BI tools, custom models. So the data sits. And decisions get made on gut feel, last month's revenue figure, and whatever the ad platform dashboard says.
0+
Customer records in your store
3
Metrics you actually look at
The gap between the data you have and the intelligence you're using is where your competitors are finding their edge.
THE COST
The intelligence gap has a specific, measurable cost. Every decision made without customer data costs you something — sometimes a little, sometimes a lot. Multiplied across every campaign, every discount, every inventory order, every acquisition channel, the total is not small.
$18,400/mo
in unnecessary discounts
Sent to customers who would have paid full price
$48,806
in at-risk revenue
From customers flagged as disengaging — not yet detected
$6,200/mo
on negative-ROI channels
Ad spend on channels where true ROAS is below 1×
62%
of ad budget wasted
Spent in geographies where your customers don't live
71%
of win-back budget wasted
Spent chasing lapsed customers who were never coming back
±31%
revenue forecast error
From plans built on spreadsheets instead of customer signals
COMBINED INTELLIGENCE GAP COST
$100,000+
estimated annual cost of operating without customer intelligence
Across a $5M/year e-commerce brand. Scales proportionally with revenue.
THE SOLUTION
LiftSignals connects to your store in 8 minutes and immediately begins running 12 simultaneous intelligence models across your complete customer database. No data scientists. No BI tools. No CSV exports. Just answers — updated every 24 hours, for every customer, across every dimension that drives e-commerce revenue.
RFM Segmentation, CLV Tiers, Discount Sensitivity, and Cohort Analysis give you a complete profile of every customer — who they are, what they're worth, how they behave, and how they're changing over time.
Churn Detection, Propensity to Buy, Next Purchase Prediction, and Sales Forecasting tell you what's coming — who's about to leave, who's about to buy, when they'll buy, and what your revenue will be next quarter.
Market Basket Analysis, Reactivation Scoring, Zip Code Analysis, and CAC & ROAS Analysis tell you exactly what to do — what to recommend, who to re-engage, where to advertise, and which channels to scale or cut.
THE COMPOUND EFFECT
The real power of LiftSignals isn't any single module — it's the compound intelligence that emerges when all 12 work together. And above all 12, the AI synthesis layer reads every model output simultaneously and tells you exactly what to do next.
RFM
CLV
Churn
Propensity
Next Purchase
Forecasting
Basket
Discount
Reactivation
Zip Code
Cohort
CAC/ROAS
RFM → Churn → Reactivation
Champions who start disengaging are caught before they lapse — and the win-back sequence fires automatically
CLV → CAC → Budget Allocation
The channels producing your highest-CLV customers get more budget. The ones destroying value get cut.
Cohorts → Forecasting → Inventory
Retention curves from your best cohorts build a revenue forecast accurate enough to base inventory orders on
Propensity → Next Purchase → Basket
Customers who are ready to buy get a recommendation for the product they're statistically most likely to add
AI SYNTHESIS LAYER
All 12 models → One prioritized brief
Every Monday, AI reads all 12 model outputs simultaneously and delivers your 5 highest-impact actions for the week — ranked by revenue potential, personalized to your store's current state.
See how AI Insights work →THE NUMBERS
These aren't hypothetical outcomes. They're what LiftSignals customers experience when the full intelligence suite is running.
0×
average revenue per customer vs. pre-LiftSignals baseline
0%
reduction in wasted marketing spend in first 90 days
0%
improvement in customer retention rate at 6 months
±0%
revenue forecast accuracy vs. ±31% industry average
0 min
time from store connection to first intelligence output
0
models running simultaneously, updated every 24 hours
THE INTELLIGENCE SUITE
Each of the 12 intelligence models solves a specific question your data has always been able to answer. Together, they feed the AI synthesis layer — which tells you which answers matter most for your store this week.
Know — Understand every customer's identity, value, and behavior
Predict — Know what every customer will do before they do it
Act — Make every customer interaction precise, targeted, and profitable
THE SYNTHESIS LAYER
Every intelligence module produces correct, valuable output. But 12 correct answers create a new problem: which one do you act on first? LiftSignals AI resolves this every Monday — reading all 12 model outputs simultaneously and producing a single prioritized brief for your team.
AI Insights Brief · This Week
● LIVELaunch At-Risk win-back sequence
$48,106 at riskSuppress Lost segment from paid retargeting
~$2.40/impression savedIncrease VIP investment in Champions
+23% AOV potentialBased on all 12 active intelligence models · Updated 6 hours ago
HOW LIFTSIGNALS IS DIFFERENT
Most analytics tools show you what happened. LiftSignals tells you what to do next — for every customer, across every dimension, simultaneously.
| Capability | Spreadsheets | Single-Point Tools | LiftSignals |
|---|---|---|---|
| AI-powered recommendations | ❌ Not possible | ❌ Not available | ✅ Weekly brief · 5 prioritized actions ranked by revenue · synthesized from all 12 models |
| Customer segmentation | ❌ Manual, quarterly | One model only | ✅ 10 RFM segments, daily |
| Churn prediction | ❌ Not possible | Basic rule-based | ✅ 30–90 day AI warning |
| CLV calculation | ❌ Manual formulas | Historical only | ✅ Predictive, per customer |
| Revenue forecasting | ❌ Spreadsheet + hope | Not available | ✅ ±4.2% accuracy, 3 horizons |
| Discount optimization | ❌ Same offer to all | Not available | ✅ 5-profile sensitivity model |
| Geographic intelligence | ❌ Not available | Basic reporting | ✅ Zip-level CLV mapping |
| Channel true ROAS | ❌ Platform numbers only | Single-channel | ✅ CLV-adjusted, all channels |
| Setup time | ❌ Weeks | Days | ✅ 8 minutes |
GET STARTED
Connect your store in 8 minutes. LiftSignals runs all 12 intelligence models immediately — and your first AI Insights brief arrives Monday morning with your five highest-impact actions for the week. Data to decision, automatically.