Junction AI
Customer IntelligenceLive

Know exactly who buys, why, and when they'll buy again.

Per-order attribution matched against real Shopify data. LTV cohort tracking that actually works. Customer profiles that compound intelligence over time.

The problem

What life looks like without this

Customer data is scattered

Shopify knows orders. Klaviyo knows email engagement. Meta knows ad clicks. Nobody connects them. Your customer lives in fragments across five platforms.

Attribution is unreliable

Did that customer come from Meta, Google, or email? Every platform claims credit. The truth is buried under conflicting reports and tracking gaps.

Segmentation is static

You built segments once and haven't updated them since. Meanwhile, customer behaviour has shifted. Your VIPs from 2024 might be churning in 2026.

LTV is a guess

You know average order value. But true lifetime value by cohort, by channel, by product? That requires analysis nobody has time to do.

How it works

Three steps. Then it runs itself.

1

Connect

Link your Shopify store. We pull order history, customer data, and transaction details. No code, no developer needed.

2

Build

The system builds customer profiles automatically. Every order is attributed, every customer is segmented, every cohort is tracked.

3

Compound

Intelligence grows over time. Each new order refines attribution, updates segments, and sharpens LTV predictions. Your data gets smarter every day.

Features

Everything included

First-Click + Last-Click Attribution

Both attribution models tracked simultaneously. See which channel introduced the customer (first click) and which closed the sale (last click). No modelling, real data.

First-touch attribution
Last-touch attribution
Multi-touch journey view
Channel contribution analysis

LTV Cohort Analysis

Customers grouped by acquisition month, channel, and product. Track how each cohort's lifetime value develops over 30, 60, 90, and 365 days.

Monthly cohort tracking
Channel-specific LTV
Product-specific LTV
Cohort comparison charts

Customer Segmentation

Automatic segmentation into VIP, Loyal, Returning, and New tiers based on purchase behaviour. Segments update dynamically as customers buy or lapse.

Acquisition Channel Auto-Tagging

Every new customer is automatically tagged in Shopify with their acquisition channel and cohort. No manual tagging, no missed attributions.

Shopify customer tags
Channel identification
Cohort assignment
UTM parameter tracking

Journey Path Mapping

See the complete path from first touch to conversion. Which ads did they see? Which emails did they open? What pages did they visit? The full story.

Segment-Specific AOV Tracking

Average order value broken down by customer segment. See how VIPs spend differently from first-time buyers. Identify which segments are most profitable.

Comparison

What it replaces

FeatureCustomer IntelligenceLifetimelyPeel InsightsTriple Whale
Order-verified attributionModeled
LTV cohort analysis
Dynamic customer segmentation
Auto-tagging in Shopify
Journey path mappingBasic
Segment-specific AOV
Intelligence compounds over time
Price$49/mo$49/mo$149+/mo$100+/mo

Attribution that's verified against real orders. Intelligence that compounds.

Pricing

Simple, transparent pricing

$49/mo

Full access to Customer Intelligence. Cancel anytime. No contracts.

Bundle and save up to 39%

Add to your stack with Starter ($99/mo for 2) or Growth ($249/mo for all 7)

Ready to automate your customer data?

Start free and see results in your first week. Or book a call and we'll walk you through it.