Insights
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Product updates, best practices, and e-commerce strategy from the Trivas team.

Ecommerce Analytics Trends 2025: What DTC Brands Need to Track Now
The ecommerce analytics trends 2025 brings: AI forecasting, unified dashboards, first-party data, and real-time insights for DTC brands.

Why Shopify Native Analytics Is Not Enough for Growing DTC Brands
Shopify Analytics shows sales and sessions, not profit, attribution, or forecasts. Here's what it misses and what to track instead.

What Is Shopify Analytics, and Where Does It Fall Short?
What Shopify analytics actually tracks, where native reporting breaks down, and how third-party tools like Trivas.ai fill the gaps.

Amazon Attribution for Shopify Brands Explained
A plain-English breakdown of Amazon Attribution: what it measures, how it differs from Shopify/GA4 tracking, and why multi-channel brands need it.

What Is TikTok Shop Analytics for DTC Brands? A Beginner's Guide
TikTok Shop analytics explained: what it tracks, why native data falls short for DTC brands, and how to connect it to your other channels.

How AppLovin Attribution Works for Shopify Brands
A breakdown of how AppLovin attribution actually works for Shopify stores, where the numbers diverge from Shopify and GA4, and how to reconcile them.

AppLovin vs Meta Ads for Ecommerce: Which Platform Fits Your Growth Stage
AppLovin vs Meta ads for ecommerce compared: audience reach, targeting tech, creative demands, and measurement gaps DTC brands need to know.

What Is AppLovin and How It Affects Ecommerce Advertising
AppLovin is reshaping mobile ad spend and now ecommerce. Learn what it does, why performance marketers are watching it, and how to measure its real impact.

Ecommerce Analytics Payback Period Explained: How to Calculate It Before You Buy
Learn how to calculate the payback period for ecommerce analytics tools, what a good benchmark looks like, and how to avoid hidden cost traps.

Ecommerce Analytics ROI: How to Calculate It (With Formulas and a Real Example)
Learn how to calculate ecommerce analytics ROI with real formulas, a worked example, and the metrics that actually move the number.

The Real TCO of an Ecommerce Analytics Platform (Not Just the Sticker Price)
Sticker price isn't TCO. See the hidden costs behind ecommerce analytics tools and why total cost can run 70% higher than the plan you signed up for.

How to Build a Business Case for Ecommerce Analytics (That Actually Gets Approved)
A practical framework for building a business case for ecommerce analytics, with cost breakdowns, ROI math, and a stakeholder-ready pitch structure.
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