WooCommerce to Shopify Migration via Python Pipeline

2025-03-01

Full product catalog migrated. Zero manual copy-paste.

Scripted a full ecommerce migration from WooCommerce to Shopify. Products, variants, metafields, pricing, and SEO data all moved via an automated Python pipeline with validation at every step.

The challenge

Migrating a live ecommerce store from WooCommerce to Shopify is not a one-click process. Product variants need to be mapped to Shopify's data model, metafields need to be defined before products are imported, pricing needs to be verified, SEO handles and meta need to be preserved, and missing products need to be caught before go-live. Doing any of this manually on a catalog of hundreds of products is slow, error-prone, and leaves gaps.

Approach

• Exported WooCommerce product data and mapped fields to Shopify's product and variant schema
• Metafield definitions built in Shopify before any product import. Correct structure from day one.
• Python pipeline built to handle the full import: products, variants, pricing, images, and SEO data in sequence
• Validation built into every stage: price mismatches, missing variants, duplicate handles, and SEO gaps all caught before going live
• Compare-at pricing corrected automatically across the catalog during migration
• Missing products identified via audit script and added before launch
• Post-migration verification run: store vs. source data compared to confirm accuracy

Results

• 0 — manual copy-paste. Fully scripted pipeline.
• 100% — product catalog migrated with validation
• Full — metafields, pricing, SEO, and variants. All preserved.
• Automated — pre and post-migration audit reports

Tools used

Python, Shopify API, WooCommerce API, Data Validation, Migration Pipeline