Revenue attributionwithout the tracking hassle
Rank customers by LTV, predict churn, identify revenue sources - then turn that intelligence into growth. ML-powered analytics that prevents churn and optimizes pricing, built for 2025.
Revenue by Channel
ML AnalysisLinkedIn campaigns driving 2.3x higher LTV customers
Increase LinkedIn budget by 40% for optimal ROI
How Revenue Attribution Works
From Stripe connection to revenue insights in minutes. Our ML models analyze your payment data retroactively, revealing attribution insights you've been missing—all without tracking pixels.
100% Privacy Compliant
GDPR & CCPA ready, no cookies
Works Retroactively
Analyze all historical data instantly
ML-Powered Precision
Advanced attribution intelligence
Connect Your Stripe Account
One-click integration with your payment processor. No code required, no tracking pixels needed.
- Secure OAuth connection
- Read-only access to transaction data
- Works with existing setup
ML Models Analyze Your Data
Six production-grade ML models work in harmony to extract 40+ behavioral signals from your payment data.
- XGBoost for churn prediction
- Markov chains for attribution
- LSTM for revenue forecasting
Revenue Attribution Magic
Discover where your revenue really comes from with ML-powered precision—including dark social and word-of-mouth.
- 30-40% hidden revenue discovered
- Multi-touch attribution modeling
- Zero tracking required
Make Data-Driven Decisions
Get actionable insights to optimize marketing spend, prevent churn, and scale what actually drives growth.
- Channel ROI optimization
- Customer retention strategies
- Revenue forecasting
Ready to discover where your revenue really comes from?
Insights in under 15 minutes • Works with your existing data
Why Revenue Attribution Works for Every Business
ML-powered attribution that solves real problems across every industry. Finally understand where your revenue really comes from—including the 30-40% that traditional tools miss.
Transforming Revenue Intelligence Across Industries
SaaS Companies
Facebook Ads showing $0 revenue • LinkedIn labeled as "direct" • No dark social tracking
Discover 30% of enterprise deals from dark social • True CAC 40% lower than reported
E-commerce
40% sales show as "direct" • Instagram influence invisible • Broken attribution
Instagram drives 45% repeat purchases • Email ROI actually 4.2x, not 1.5x
Growth Startups
Limited budget spread thin • Guessing channel performance • High unexplained CAC
Cut 60% wasted spend • Find PMF signals in payment data • Clear investor metrics
Online Entrepreneurs
No idea which content drives sales • Wasting money on wrong platforms • Can't afford expensive analytics
Track social media ROI • Find your best traffic sources • 70% cheaper than alternatives
Universal Benefits for Every Business
Hidden Revenue Found
Discover revenue from dark social, word-of-mouth, and untracked sources that traditional tools miss.
Privacy Compliant
No cookies, no tracking pixels. GDPR and CCPA compliant by design while maintaining full visibility.
Cost Reduction
More affordable than traditional tools while delivering superior insights and accuracy.
Fast Processing
Preliminary metrics in minutes, ML-processed insights in under 15 minutes. Works on all historical data.
Why We're Different
| Feature | Quantledger | Traditional Tools |
|---|---|---|
| Dark Social Tracking | Yes, automatically | No |
| Privacy Compliance | 100% GDPR/CCPA | Requires cookies |
| Setup Time | Under 15 minutes | 2-4 weeks |
| Works Retroactively | Yes, all history | No, future only |
| Tracking Pixels Required | None | Yes, everywhere |
| Monthly Cost | 70% cheaper | Enterprise pricing |
47+
Companies trust us
$2M+
Revenue analyzed
15-25%
More revenue found
<15 min
ML insights ready
Ready to Discover Your Hidden Revenue?
Join hundreds of companies finding 30-40% more revenue with ML-powered attribution.
See results in minutes • Works with your existing data
Our ML Arsenal Powers Your Growth
Six production-grade ML models working in harmony to deliver predictive insights with industry-leading accuracy. No tracking needed, just pure machine learning intelligence.
XGBoost
Gradient boosting for churn prediction and customer segmentation with extreme performance.
Random Forest
Ensemble learning for customer lifetime value prediction with robust performance.
LSTM Network
Deep learning for revenue forecasting and time-series analysis with memory cells.
Markov Chain
Multi-touch attribution modeling for complex customer journeys and channel analysis.
Logistic Regression
Binary classification for conversion probability and propensity scoring.
Isolation Forest
Anomaly detection for fraud prevention and unusual revenue pattern identification.
Combined Model Accuracy: 98%
Our ensemble approach leverages the strengths of each model, delivering industry-leading accuracy for revenue attribution and prediction.
Privacy-First
No cookies, no tracking pixels. 100% GDPR compliant attribution using only payment data.
Real-Time Processing
Sub-second predictions with optimized model serving infrastructure.
Self-Learning
Models continuously improve with your data, becoming more accurate over time.
Works With Your Payment Stack
Connect your payment processor for instant AI-powered insights. No tracking codes, no SDK, just pure ML intelligence.
Connect Stripe
One-click OAuth connection. No code, no SDK, just instant access to your payment data.
ML Analysis
Smart sampling analyzes 20% of your data for 98% accuracy. 5x faster than competitors.
Get Predictions
Receive AI predictions for churn, LTV, and revenue. Know what will happen, not just what did.
6 ML models • 98% accuracy • No tracking required
Unlock Your Revenue Attribution
6 Production ML Models Working Together to Reveal Your True Revenue Sources
ML-Powered Revenue Intelligence Platform
6 Advanced ML Models Included
- 98% Attribution Accuracy (ML-Enhanced)
- Unlimited team members
- Smart sampling (20% data = 98% accuracy)
- All payment processors supported (Stripe, PayPal, Square)
- Custom ML model training
- API access for integrations
- Priority support & success manager
- Cancel anytime - no questions asked
Frequently Asked Questions
Meet the Founder
Building the future of revenue intelligence
Manu Ihou
Founder & CEO
With over 15 years of experience in enterprise software and integration architecture, I founded QuantLedger to solve a problem I witnessed countless times: businesses losing track of where their revenue actually comes from. As a certified integration architect (MuleSoft, IBM, Splunk), I've built systems that process millions in transactions, and I realized that ML could unlock insights hiding in payment data—without invasive tracking.
"Every transaction tells a story. QuantLedger helps you read between the lines—no cookies required."