Triple Whale blog

Browse expert content across ecommerce strategies, industry benchmarks, and the latest in AI automation. Select a category to explore more.

Data & Benchmarks

Ecommerce Benchmarks 2026: Key Metrics & Industry Data

Explore 2026 ecommerce benchmarks for conversion rate, AOV, add-to-cart rate, abandonment, and channel performance, plus insights to improve each KPI.

Read more
News

Here’s to more confident, data-driven decisions

More confidence means more, well, everything. It’s your catalyst for growth in 2026 and it all starts with the complete intelligence platform for ecommerce.

Read more
Ecommerce Strategies

A Guide to Incrementality Testing Methods: Different Ways to Measure True Marketing Impact

Explore common incrementality testing methods, such as geo experiments, ghost ads, and PSA tests, to find the best fit for your marketing strategy.

Read more
Ad Platforms

The Best Incrementality Testing Tools for Marketers in 2026

Compare the best incrementality testing tools for ecommerce and DTC brands. See top features, pricing, and integrations to find the right platform for you.

Read more
Attribution

What Is Incrementality Testing? The Ultimate Guide for Modern Marketers

This guide explains how incrementality works, how it differs from A/B testing and attribution, which methods to use (lift tests, ghost ads, GeoLift, natural experiments), and how to apply results to optimize spend with confidence.

Read more
Attribution

How to Choose the Right Attribution Model: An Expert Guide for Triple Whale Users

This expert guide breaks down Triple Whale’s attribution models — when to use each, how they work, and how to align them with your goals, industry, and funnel stage— so you can confidently measure what actually drives growth.

Read more
Attribution

Incrementality Testing vs. A/B Testing: What’s the Difference and When to Use Each

The main difference between incrementality testing and A/B testing? Causality vs. comparison. Learn all about when to use each method, and why.

Read more
Attribution

The SEO Attribution Gap: How AI Attribution Models Are Breaking Shopify Data

AI attribution models distort Shopify data and undervalue SEO. Learn why GA4, Meta, and SGE mislead attribution and how to fix it.

Read more
Ad Platforms

The Google Ads Peak Season Blueprint: Prepare for Demand & Capture the Intent

Find out exactly how to leverage Google's core media to drive profitable growth and confident decision-making this holiday season.

Read more
Data & Benchmarks

Top Brands Discount 2.5x More Than Competitors – Here’s Why it Works

Discover how top apparel and health & beauty brands discount 1.3-2.5x more than competitors while protecting margins. Analysis of 20,000+ brands reveals 5 strategies for aggressive discounting without destroying AOV.

Read more
Ecommerce Metrics

What Is Customer Retention Analysis? A Guide to Tracking and Improving Retention with Analytics

Customer retention analysis helps you understand churn, measure lifetime value, and build loyalty. Explore key retention metrics and analysis methods here.

Read more
Attribution

iOS 26 Update: How to Navigate Apple's New UTM Tracking Changes

Triple Whale tests Apple's new iOS 26 UTM tracking. Spoiler alert: Your attribution data stays reliable.

Read more

Join 65K+ marketers getting expert ecommerce strategies sent to their inbox.