Resources
Ecommerce analytics insights, comparisons, and platform guides.
Why Dashboards Fail Merchants (And What Works Instead)
Traditional analytics dashboards weren't built for busy merchants. Here's why conversational AI analytics is replacing them.
One Product Is Killing Your Margins: How Refund Patterns Reveal It
Your average return rate hides product-level margin killers. Learn how ecommerce refund analysis exposes the SKUs draining your profit.
Your Inventory Overstock Is Costing More Than You Think
Overstocked inventory silently drains capital and margins. Learn how to measure days-of-supply, spot dead stock, and optimize inventory with data.
Discount Addiction Is Killing Your Margins (Here's the Data)
Most ecommerce stores are addicted to discounts. Learn how to measure discount dependency, spot margin erosion, and fix your pricing strategy with data.
The 12-Layer Store Diagnostic: What It Finds (and Why)
Learn how Spark's 12-layer store diagnostic audits your ecommerce health in under 60 seconds — from margins to retention to seasonal trends.
Omnichannel Analytics: Building a Unified View Across Platforms
Selling on multiple platforms? Learn to build a unified analytics view combining Shopify, WooCommerce, Square, and other channels into one picture.
Why Multi-Platform Analytics Matters (Even If You Only Sell on Shopify)
Multi-platform analytics helps merchants avoid data silos, prevent stockouts, and future-proof their tech stack as they expand across channels.
Shopify vs WooCommerce Analytics: Which Gives Better Data?
Compare Shopify and WooCommerce analytics — built-in reports, data access, customization, and where both fall short without AI.
Customer Lifetime Value for Ecommerce: How to Calculate and Use It
Learn how to calculate customer lifetime value (CLV) for ecommerce and use it to drive smarter retention and acquisition decisions.
Why AI Analytics Beats Dashboards for Ecommerce
AI analytics outperforms dashboards with proactive insights, natural language queries, and cross-platform ecommerce analysis.
The Essential Ecommerce KPI Checklist
A practical checklist of the KPIs every ecommerce merchant should track daily, weekly, and monthly — with benchmarks and formulas for each metric.
What Is Ecommerce Analytics? A Practical Guide for Merchants
Learn what ecommerce analytics is, the key metrics that matter, and how AI-powered tools help merchants make smarter decisions.