Shogun

When running an A/B test, it’s important to understand how audiences and traffic distribution interact. These two settings work together, but they are applied in a specific order.

How Audiences and Traffic Distribution Work in A/B Tests

Shogun A/B Testing metrics may not match GA4 or Shopify. Learn how Shogun attributes sessions, variants, and orders only for experiment participants, why conversions can differ, and when to contact…

Why Analytics Look Different in Shogun A/B Testing vs. GA4 or Shopify

Learn how Shogun handles concurrent A/B tests with the Single Test Participation rule and traffic distribution algorithms, including how visitors are assigned, how splits are applied, and how pre-assignment impacts…

Test Concurrency & Traffic Distribution

Learn how long Shopify keeps visitors in an A/B test, plus what happens when a test ends.

Understanding Sessions, Variant Persistence, and Reporting in A/B Tests

Learn how server-side variant routing prevents flash of content, the minimal performance impact, why Shogun appears in Shopify activity logs, how to troubleshoot missing test data/traffic, plus SEO crawlability and…

Frequently Asked Technical Questions

Ensure your Shopify staff account has the required permissions to use all Shogun A/B Testing features. Learn the exact access needed for Online Store (Themes/Edit code), Products, Markets, and Content…

Minimum Permissions Required to Use All Features of the Software

Learn A/B test design best practices: isolate one variable, set goals, segment audiences, avoid overlapping tests, run to statistical significance, QA across devices, and document results for reliable optimization.

Best Practices for Clean Test Design

Set clear goals, use customer data, and build measurable hypotheses, with examples for the product, homepage, collection, support, and landing pages, to improve conversion and AOV.

How to Come Up with Good Test Ideas

Learn how Shogun Product Details tests behave on non‑Shopify Plus stores. What variant titles, images, and prices show on product/collection pages and in the cart, and why checkout, thank‑you, and…

Product Details Testing When Not on Shopify Plus

Learn how Shogun A/B Testing works with Shopify Translate & Adapt and Shopify’s multilingual locale routing.

A/B Testing Compatibility with Shopify Translate & Adapt

James Power

Find answers to common questions, learn A/B testing best practices, and explore technical guidance to help you run more effective experiments.

FAQs and Best Practices

Find answers and get help from Intercom Support and Community Experts

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