Insights
Explore what we're thinking
Product updates, best practices, and e-commerce strategy from the Trivas team.

Ecommerce Analytics Vendor Evaluation Checklist: 12 Criteria That Actually Matter
A practical checklist for evaluating ecommerce analytics vendors: data sources, attribution logic, pricing traps, and support quality.

21 Questions to Ask Any Ecommerce Analytics Vendor Before You Sign
A buyer checklist of the exact questions to ask an ecommerce analytics vendor about data accuracy, integrations, pricing, and support before signing.

How to Choose an Ecommerce Analytics Platform: A Buyer's Guide for DTC Teams
A practical framework for picking an ecommerce analytics platform: data sources, warehouse architecture, AI features, pricing, and vendor questions.

The Ecommerce Analytics Setup Guide for Shopify Brands (Step by Step)
A practical ecommerce analytics setup guide for Shopify brands: which tools to connect, what to track first, and how to avoid dashboard clutter.

How to Audit Ecommerce Analytics Data (Step-by-Step Guide)
A practical walkthrough for auditing ecommerce analytics data: finding tracking gaps, duplicate conversions, and broken attribution before they cost you.

Ecommerce Data Quality: How to Monitor It Before It Wrecks Your Reporting
Bad ecommerce data quietly skews ROAS, inventory, and forecasts. Here's how to monitor data quality across Shopify, Amazon, and ad platforms.

What Is Incremental Revenue From Promotions? A Plain-English Guide
Learn what incremental revenue from promotions means, how to calculate it, and why it beats gross sales lift for judging discount ROI.

Ecommerce Promo Analysis: How to Measure Lift (Without Fooling Yourself)
Learn how to measure promo lift in ecommerce: baseline forecasting, incrementality vs. correlation, and the math behind real lift.

What Is SKU-Level Analysis in Ecommerce? A Practical Guide
Learn what SKU-level analysis means, why it matters for ecommerce margins, and how to start tracking performance by SKU across channels.

7 Ecommerce Inventory Forecasting Methods (And When to Use Each)
A breakdown of the main ecommerce inventory forecasting methods, from spreadsheet formulas to AI-driven models, and how to pick the right one.

AI Forecasting for Ecommerce Explained: How It Actually Works
A plain-language breakdown of how AI forecasting works for ecommerce brands, what data it needs, and where it beats spreadsheet models.

How to Build an Ecommerce Revenue Forecast (Without Guessing)
A practical guide to building an ecommerce revenue forecast using historical data, channel-level trends, and AI, not spreadsheet guesswork.
.5f521cec.png)