Shopify Order Analytics

Analytics that Tell You What to Do Next

Get a monthly, plain‑language Shopify analytics report with specific, prioritized actions you can implement immediately — no analysis required.

Understand behavior: cohorts, repeat patterns, AOV and churn drivers
See what changed and why
Get a monthly action plan with expected impact and timing

Monthly Shopify analytics report • No analysis required

REVENUE INCREASE¹
10-15%
From customer segmentation
CAMPAIGN RESULTS²
760%
Revenue increase possible
EMAIL MARKETING ROI³
77%
With segmentation
CONVERSION RATES⁴
+50%
Higher than unsegmented
CUSTOMER LTV⁵
+33%
Lifetime value boost
MARKETING EFFICIENCY⁶
-41%
Cost reduction achieved

Analytics Without the Analysis

You don’t need more charts—you need clarity and the next steps. Lumino analyzes your Shopify orders, explains what changed and why, and delivers a monthly action plan you can execute immediately.

Old Way

Pretty dashboards and complex plots that don’t tell you what to do. Manual interpretation, slow reviews, and inconsistent execution.

New Way

Monthly, plain‑language insights from your orders with a prioritized action plan: who to target, what to run, when to run it, and what impact to expect.

Stop analyzing. Start growing — Lumino turns analytics into a monthly plan.

What You Get Every Month

Your Monthly Action Report turns order analytics into a prioritized plan you can run.

Executive Summary

Plain‑language narrative of what changed and why, with key takeaways.

What changed & why
Key takeaways
Last updated timestamp

Strategic Recommendations

Prioritized actions with expected impact, implementation difficulty, key steps, challenges, and success metrics.

Impact and effort
Implementation steps
Success metrics

Segments & Roadmap

Customer Cluster Classification with value to business and focus, plus an implementation roadmap covering vision, phases, dependencies, and quick wins.

Segment profiles & focus
Opportunities & risks
Roadmap & timelines

Real Results: From Academic Research to Practice

Research shows targeted, segment-based actions drive outsized gains. The challenge? Turning complex analytics into a plan. Lumino closes that interpretation gap with a monthly action report.

39%
Higher Email Open Rates⁷
With proper segmentation targeting
24%
Increase in Sales Leads⁷
Through targeted campaigns
33%
Boost in Customer LTV⁶
With segment-based strategies
130%
Better Customer Understanding¹
Deeper insights into motivations

Lumino automates this interpretation, giving you the same research-proven results without the complexity.

See the Transformation from Analytics to Action

Watch how Lumino transforms complex clustering and analysis outputs into a plain‑language insight and a prioritized action list you can run.

Complex Plots & Raw Outputs
Basic RFM scoring output showing simple segmentation results

Traditional outputs are hard to interpret and don’t tell you what to do next.
Pretty, but not decision‑ready

Lumino Interpretation
ML clustering distribution analysis

Advanced ML segmentation + AI interpretation turns data into clear insights and prioritized actions.
Decision‑ready analytics

Executive Summary & Segments

Customer cluster classification with clear segment profiles

Executive summary and customer segments presented in plain language

Actionable Strategies

Strategic recommendations with implementation details and timelines

Prioritized actions with expected impact, effort, and timing window

How It Works

Connect Shopify once. Each month, get a report you can run.

1

Connect

Link your Shopify store with one click. Your data stays secure and private.

2

Analysis

ML segmentation (K‑means) + behavior analysis on your order data.

3

Interpretation

AI turns complex outputs into plain‑language insights and a prioritized action plan.

4

Implement & Measure

Execute strategies with confidence. Monthly updates keep you moving (scorecard planned).

Choose Your Best Path — Analytics to Action

Compare options and see how Lumino pairs with agencies for monthly, decision‑ready plans.

FeatureDoing NothingShopify/Default ReportsAgencyAgency + Lumino
Algorithm QualityNo segmentationBasic reports/segmentsVaries by teamAdvanced + AI interpretation
InterpretationManual guessworkManual analysisExpert review cyclesAI-powered + monthly report
Time to ResultsNeverHours of workWeeksMonthly cadence
Expertise RequiredNoneMarketing knowledgeAnalyst/StrategistNone
Actionable StrategiesVague segmentsVaries by teamSpecific, prioritized campaigns
Research-BackedLimited studies✅ Expert‑led✅ Academic + AI
Easy to Understand
Cost$0$50-200/monthVaries by scopeStarting from $49/month (Lumino) + Agency as needed

Who We Help

Whether you’re a store owner who wants a decision‑ready plan or an agency that needs consistent monthly insights, Lumino adapts to your workflow.

For Merchants

Clear, jargon‑free insights and a monthly plan you can run — no analysis required.

Plain‑language Insights

"AOV dipped due to lower premium mix; target Segment B with bundles"

Implementation Steps

"Run 2‑step winback for lapsed high‑value buyers in weeks 2‑3"

Timing Window

"Expect initial response in 2–4 weeks"

For Agencies

White‑label monthly insights, faster audits, consistent reviews, and exportable assets to keep clients moving.

White‑label Reports

"PDFs, CSV exports, and section exports for client decks"

Faster Audits

"Monthly action report replaces weeks of manual analysis"

Exportable Assets

"Segment tables, recommendations, and timelines ready for execution"

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 ML 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 Turn Analytics Into Action

Turning analytics into monthly plans isn’t optional anymore. While teams stare at dashboards, competitors run prioritized actions and track progress every month.

760%

Higher revenue from targeted campaigns¹

77%

Better ROI on marketing spend²

50%

Higher conversion rates³

33%

Increase in customer lifetime value⁴

Every Day Without Advanced AI Interpretation Means:

Missed targeting opportunities
Wasted advertising spend
Lower customer engagement
Reduced competitive positioning

Businesses pairing ML segmentation with AI interpretation today will outpace those relying on dashboards alone.

Book a Demo

Customer Segmentation FAQ

Everything you need to know about Lumino's advanced customer segmentation and ML clustering technology

How does AI customer segmentation work for my Shopify store?
How is this different from other Shopify apps for customer segmentation?
What revenue increase can my Shopify store expect from AI customer segmentation?
Do I need technical skills for this Shopify customer segmentation app?
How long until my Shopify store sees results from customer segmentation?
Is my Shopify customer data secure with your app?
What Shopify data is used for AI customer segmentation?
Can I try this customer segmentation app on my Shopify store first?
How often is the customer segmentation data updated in the Shopify app?
What kind of marketing strategies will I get from your Shopify app?

Ready for Your Monthly Shopify Action Report?

Executive Summary (what changed and why)
Prioritized actions with impact, difficulty, and timing
Customer Cluster Classification (segments & focus)
Implementation Roadmap with phases and dependencies
Monthly updates • No analysis required
Research‑backed methods; transparent methodology

Pricing starts at $49/month • Cancel anytime • No contracts

Academic Research Backing
Shopify Partner Certified
ML Segmentation + AI Interpretation