topic · E-Commerce

E-Commerce Analytics — ROAS / LTV / Cohort Analysis / Attribution Modeling

E-Commerce skills for the E-Commerce Manager (Shopify) career path. Filter, model, and reason about the real data this role works with every day.

Professional Senior priority 1 Sandbox & Simulation Sandbox & Interactive Quiz

What you'll learn

E-Commerce skills for the E-Commerce Manager (Shopify)

Building on Email Automation, this lesson focuses on the practical E-Commerce toolkit a working E-Commerce Manager (Shopify) reaches for on the job.

ecommerceanalyticsroasltvcohortattributionshopifydata-driven

Sandbox preview

Try the first query

-- E-Commerce — your first interaction
SELECT example, value
FROM ecommerce_dataset
WHERE priority = '1'
AND career = 'E-Commerce Manager (Shopify)';

▸ preview · Sprint-2 will replace this with a live runner

Keep exploring

More in E-Commerce

Browse every topic in the E-Commerce subject, or step back up to the E-Commerce Manager (Shopify) career path.

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Build status

Sprint-1 stub

This is the Sprint-1 stub for ai.careerplane.marketing-sales.ecommerce-manager-shopify.ecommerce.analytics. The fully-generated topic page (sandbox + quiz + AI hints + interactive tooling) lands in Sprint-2 at static/content/marketing-sales/E-Commerce Manager (Shopify)/E-Commerce/E-Commerce Analytics — ROAS / LTV / Cohort Analysis / Attribution Modeling/index.html (per arch/memo.md → D-2026-04-22-13). The //go:embed all:static directive auto-serves it on the next container rebuild — no server-code change needed.

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