Shopify Catalog Automation – Scraping → AI → Matrixify Pipeline

📞 Want to Automate Your Shopify Catalog? Phone / WhatsApp: +33 6 95 01 61 92 Book a call: https://calendly.com/simon-rochwerg-dx_b/30min

🎯 Project Objective

The client needed to rapidly scale their Shopify catalog (several thousand products) while maintaining a high level of quality across all product pages. The project involved handling complex metadata: descriptions, images, technical specifications, PDFs, variants, and accessories — a process that was slow, error-prone, and impossible to scale manually.

The goal was to build a fully automated pipeline capable of:

• extracting product data from a supplier website
• cleaning and normalizing all information
• enriching product content using AI
• generating a complete Matrixify-ready CSV file
• automatically importing products, variants, and accessories into Shopify

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🛠️ What I Built

1. Advanced Supplier Website Scraping

Development of a robust scraper capable of collecting:

• titles and descriptions
• technical specifications
• high-resolution images
• technical documents (PDF)
• product variants
• accessories

All extracted data is structured, cleaned, and standardized to fit Shopify’s data model.

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2. Normalization & Data Cleaning

Implementation of a full data cleaning pipeline including:

• duplicate detection and removal (SKU & EAN based)
• brand harmonization
• logistics weight processing
• removal of null or invalid values in technical sheets
• SEO formatting (70-character titles, 160-character meta descriptions)

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3. AI Enrichment (OpenAI API)

Creation and refinement of dedicated prompts to automatically generate:

• clean and professional product descriptions
• structured technical specifications (YAML format)
• complete FAQ sections (inner metafields)

Client-provided prompts were stabilized to ensure consistent results across thousands of products.

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4. Matrixify CSV Generation

Development of an automatic Matrixify CSV generator producing:

• main products
• individual variants
• linked accessories
• metafields and structured metadata
• product images
• technical PDFs uploaded directly into Shopify

Each batch is imported into Shopify in draft mode so the client can review and validate before publishing.

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5. Bulk Import Into Shopify

Using Matrixify, the system supports:

• importing dozens of products in a single operation
• managing all relationships (product ↔ variant ↔ accessory)
• automatic upload of associated PDF documents
• clean, consistent, SEO-optimized product pages

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🚀 Results Achieved

• Entire product categories imported automatically in minutes
• AI-enhanced product pages that are consistent, readable, and SEO-optimized
• Zero manual work required for the e-commerce team
• Reusable pipeline for any future supplier or data source
• Infrastructure capable of scaling to thousands of products effortlessly

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📈 Business Impact

• Massive reduction in integration time (days → minutes)
• Elimination of human errors (variants, PDFs, metadata inconsistencies)
• Significant improvement in perceived product quality
• A solid technical foundation for future catalog automation across suppliers

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🧩 Technologies Used

• Python (scraping & transformation)
• OpenAI API
• Matrixify (Shopify)
• Shopify Admin API

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📞 Want to Automate Your Shopify Catalog?

Phone / WhatsApp: +33 6 95 01 61 92
Book a call: https://calendly.com/simon-rochwerg-dx_b/30min