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Product Intelligence

Find the Winners hiding in your Catalog

Know which products drive repeat purchases, which bundles lift AOV, and where your ad spend is wasted. AI-powered product analytics built for Shopify brands.

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REPURCHASE ANALYSIS

Track which products are driving the repeats and LTV

See exactly which products bring customers back. Product Repurchase Analysis reveals which SKUs create loyal buyers and which are one-time purchases, so you can focus marketing spend on products that build lasting value.

  • Product-level repurchase rate and frequency
  • Cohort-based repeat purchase tracking
  • Identify hero products that drive retention
  • LTV contribution by product and category
Product Repurchase Rate Last 6 months
Product Orders Repurchase Rate
Daily Moisturizer 3,240
68%
Vitamin C Serum 2,180
54%
SPF 50 Sunscreen 1,890
41%
Night Cream 1,420
38%
Eye Cream Deluxe 640
12%
BASKET ANALYSIS

Instantly identify top product baskets to create bundles and upsell to lift AOV

Discover which products customers buy together most frequently. Use these insights to create bundles, cross-sells, and upsell offers that naturally increase average order value.

  • Most frequent product combinations
  • Bundle opportunity scoring
  • AOV impact by product pair
  • Category-level basket patterns
Top Product Baskets Frequency & AOV
Bundle #1
Daily Moisturizer
Vitamin C Serum
Frequency
1,840 Avg AOV
$84.50
Bundle #2
SPF 50 Sunscreen
Daily Moisturizer
Frequency
1,290 Avg AOV
$72.30
Bundle #3
Night Cream
Vitamin C Serum
Frequency
980 Avg AOV
$91.20
Bundle #4
Daily Moisturizer
Night Cream
Frequency
760 Avg AOV
$78.90
SKU PERFORMANCE

One grid showing product level retention and performance KPIs

Full-funnel SKU analytics in a single view. Track product revenue, ad spend, ROAS, retention, and LTV contribution side by side. Know which products are truly profitable and which ones are draining budget.

  • Revenue, orders, and AOV per product
  • Product-level ad spend and ROAS
  • Retention rate and LTV per SKU
  • Category-level roll-ups and trends
Total Products 248
Avg Product ROAS 3.4x +12%
Avg Retention 34% +5%
Full Funnel SKU KPIs All products
Product Revenue ROAS LTV
Daily Moisturizer $142K 4.8x $126
Vitamin C Serum $98K 3.6x $104
SPF 50 Sunscreen $67K 2.1x $72
Eye Cream Deluxe $23K 0.8x $38
By the Numbers

Product Intelligence by the numbers

0M+
Products analyzed across
Shopify stores
$0M+
Revenue tracked through
product analytics
0K+
Product insights generated
every month
Drew AI

Ask Drew AI about your products

Go deeper with conversational product analytics. Ask Drew AI any question about your product performance, and get instant answers with charts and actionable recommendations.

  • Which products have the highest repurchase rate this quarter?
  • Show me product bundles that increase AOV above $80
  • Which products waste the most ad spend with ROAS below 2x?
Drew AI Analyst
Which products waste the most ad spend?
3 products have ROAS below 1x:

1. Eye Cream Deluxe -- $4,200 spend, 0.8x ROAS
2. Travel Kit Mini -- $2,800 spend, 0.6x ROAS
3. Gift Set Holiday -- $1,900 spend, 0.9x ROAS

Recommendation: Pause ads on these 3 products and reallocate $8,900/mo to Daily Moisturizer and Vitamin C Serum which both exceed 3.5x ROAS.

Unlock hidden winners in your product catalog

Install Datadrew from the Shopify App Store and start discovering which products truly drive growth. Free to get started.

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