Fix Low Conversions & Wasted Ad Spend With AI Customer Targeting
Stop throwing money at broad audiences and wondering why visitors don't convert. Get precise customer segmentation that reveals exactly who to target, how to reach them, and what makes them buy.
Free customer analysis • See your segments in 2 minutes
Why Store Owners Keep Wasting Money
After analyzing 1000+ merchant discussions, we found the same problems everywhere: high traffic but terrible conversions, Facebook ads targeting everyone but buyers, and email campaigns that feel like spam. The issue isn't your products—it's that you're targeting everyone instead of the customers who actually buy.
What You're Dealing With
High traffic but terrible conversions. Facebook ads that drain your budget targeting everyone. Email campaigns that feel like spam. Shopify analytics that overwhelm instead of help.
What Lumino Delivers
Know exactly who converts and who doesn't. Target profitable customer segments with precision. Send relevant emails that customers actually want to receive.
Stop guessing and start knowing— Lumino shows you exactly which customers to target and how.
Real Solutions for Real Problems
Based on analyzing problems from 1000+ store owners, here's how Lumino solves the issues that actually matter to your bottom line.
From Basic RFM to Advanced K-means
Traditional Problem: Most businesses use basic RFM scoring, which is less accurate than advanced machine learning⁵
Lumino's Advantage: K-means clustering provides superior segmentation accuracy with AI that makes complex results understandable.
From Complex Data to Clear Strategies
Research Shows: Segmented campaigns achieve 760% revenue increases²
Lumino Delivers: AI interprets K-means clusters into specific strategies with timing estimates for optimal implementation.
From Guesswork to Confident Execution
Research Shows: Proper segment targeting increases customer lifetime value by 33%⁶
Lumino Provides: Confidence in your strategy choices with clear segment profiles and actionable next steps.
Real Results: From Academic Research to Practice
A comprehensive study of e-commerce customer segmentation revealed that businesses implementing proper K-means clustering with RFM analysis achieved remarkable results. The challenge? These results required teams of data scientists to interpret clustering outputs.
Lumino automates this interpretation, giving you the same research-proven results without the complexity.
See the Transformation in Action
Watch how Lumino transforms complex K-means clustering data into clear, actionable insights
Traditional RFM analysis creates basic segments like "Champions," "At Risk," and "Dormant" customers
Simple categories with limited strategic direction
Advanced K-means clustering reveals sophisticated customer behavior patterns
Superior algorithm, deeper insights
Clear Segment Profiles
Complex clustering data transformed into clear, understandable customer segments
Actionable Strategies
AI interprets segments into specific strategies with timing estimates and implementation steps
Four Simple Steps to Superior Segmentation
Getting started with Lumino is easy. No technical skills required to access advanced K-means clustering with AI interpretation.
Connect
Link your Shopify store with one click. Your data stays secure and private.
Advanced Analysis
Our K-means clustering algorithm creates superior customer segments compared to traditional RFM scoring.
AI Interpretation
AI interprets complex clustering results into clear strategies with timing estimates and implementation guidance.
Implement & Learn
Execute strategies with confidence, knowing when to implement and how long to expect results.
Why Struggle With Inferior Methods?
Compare your options for customer segmentation and see why advanced K-means with AI interpretation stands apart.
| Feature | Doing Nothing | Basic RFM Tools | Hiring Data Scientists | Lumino AI |
|---|---|---|---|---|
| Algorithm Quality | No segmentation | Basic RFM scoring | Advanced K-means | Advanced K-means |
| Interpretation | Manual guesswork | Manual analysis | Requires data scientists | AI-powered |
| Time to Results | Never | Hours of work | 6+ months | 60 seconds |
| Expertise Required | None | Marketing knowledge | PhD-level data science | None |
| Actionable Strategies | ❌ | Vague segments | Complex outputs | Specific campaigns |
| Research-Backed | ❌ | Limited studies | ✅ Academic proven | ✅ Academic + AI |
| Easy to Understand | ❌ | ❌ | ❌ | ✅ |
| Cost | $0 | $50-200/month | $120k+/year | Starting from $49/month |
Perfect For Your Experience Level
Whether you're a store owner looking for actionable strategies or an analytics professional seeking deeper insights, Lumino adapts to your expertise level.
For Store Owners
Clear, jargon-free insights and ready-to-implement marketing strategies with no technical knowledge required.
Plain Language Insights
"Your high-value customers prefer premium products and respond to luxury positioning"
Clear Implementation Steps
"Launch premium product campaigns for this segment within 2 weeks"
Timing Estimates
"Expect initial response within 4-6 weeks of implementation"
For Analytics Professionals
Advanced K-means clustering insights and detailed algorithmic transparency for those who want to understand the technical methodology.
K-means Clustering Metrics
"Silhouette scores, inertia values, and cluster validation metrics"
Algorithm Transparency
"See how K-means outperforms traditional RFM scoring methods"
Advanced Segment Analysis
"Detailed cluster characteristics and feature importance analysis"
Built on Proven Science
Lumino implements the same methodologies proven in peer-reviewed research to deliver real business results.
Academic Research
Based on comprehensive studies from leading e-commerce research institutions
Industry Standards
Implements K-means clustering and RFM analysis methodologies used by Fortune 500 companies
Shopify Certified
Shopify Partner certified for data security and platform integration standards
Verified Results
All performance claims backed by peer-reviewed research citations
While You Hesitate, Competitors Advance
Advanced customer segmentation isn't optional anymore. While you're using basic RFM tools or struggling with complex K-means outputs, your competitors with proper segmentation are achieving remarkable results.
Higher revenue from targeted campaigns¹
Better ROI on marketing spend²
Higher conversion rates³
Increase in customer lifetime value⁴
Every Day Without Advanced AI Interpretation Means:
The businesses implementing K-means clustering with AI interpretation today will have insurmountable advantages over those still using basic segmentation tomorrow.
Start NowDon't Fall Behind - Start NowCustomer Segmentation FAQ
Everything you need to know about Lumino's advanced customer segmentation and K-means clustering technology
Ready for Advanced Customer Intelligence?
Pricing starts at $49/month • Cancel anytime • No contracts