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

Google Analytics vs Shopify Analytics: What Each One Hides From You
GA4 and Shopify Analytics rarely agree on revenue. Here's an original data breakdown of where the two tools diverge and how to reconcile them.

The Ecommerce KPI Dashboard Template: 24 Metrics, Benchmarks, and a Build Plan
A deeper ecommerce KPI dashboard guide than what's ranking on page 2: 24 metrics by category, benchmark ranges, and a build-vs-buy framework.

Ecommerce BI: The Complete Guide to Business Intelligence for Online Brands
What ecommerce BI actually means, the stack it requires, original benchmark data, and a 90-day roadmap to stop drowning in manual reports.

Multiple Sources of Truth in Ecommerce: Why Your Dashboards Never Agree
Shopify, GA4, Meta and Amazon all report different revenue numbers. Here's why, what it costs you, and a free audit checklist to fix it.

Marketing Attribution Software for Ecommerce: The Complete Guide (With Original Data)
A deep, data-backed breakdown of marketing attribution software for ecommerce: models, evaluation criteria, real deviation data, and buyer mistakes to avoid.

The Commerce KPIs Dashboard Blueprint: Metrics, Benchmarks, and a Build-It-Yourself Template
What actually belongs on a commerce KPIs dashboard, real benchmark ranges by channel, and a free template to build one in under an hour.

Northbeam Analytics Pricing in 2025: Full Breakdown of Plans, Costs, and Hidden Fees
Northbeam analytics pricing isn't public. We pulled real quotes, contract terms, and add-on costs to show what brands actually pay by tier.

The Best Alternative to Polar Analytics: A Founder's Evaluation Framework
Searching for an alternative to Polar Analytics? Here's a data-backed framework for evaluating ecommerce reporting tools, plus a free evaluation checklist.

Real-Time Analytics for Ecommerce: The Complete Upgrade Guide (With Benchmark Data)
What real-time ecommerce analytics actually requires, how fast is fast enough by platform, and a free audit checklist to find your reporting lag.

Best AI Dashboard for Ecommerce Metrics: A Deeper Look at What Actually Works
An expanded, data-backed breakdown of what separates a genuinely useful AI ecommerce dashboard from a glorified chart library.

Polar Analytics Alternatives: A Founder's Guide to Switching Tools (Plus Free Evaluation Scorecard)
Comparing Polar Analytics alternatives? Get an evaluation framework, real switch reasons from public reviews, and a free scorecard to pick the right tool.

Real-Time Business Insights for E-Commerce: What "Real-Time" Actually Means and How to Get There
Most e-commerce dashboards are 2-24 hours stale and call it real-time. Here's the actual data latency breakdown and how to fix it.
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