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Azeem GreaterAzeem Greater
Technical TutorialsAugust 18, 2026•1 min read

Technical Image Extraction: CDN Resolution, WebP & Formats

Technical Image Extraction: CDN Resolution, WebP & Formats
Key Takeaways & Executive Summary

Technical guide to handling WebP/AVIF formats, Cloudflare image resizing, and gallery arrays when scraping e-commerce media.

  • ✓Complete step-by-step tutorial with verified live examples.
  • ✓Compatible with WooCommerce 9.x and Shopify CSV schemas.

> Related Guide: For standard catalog image extraction and CSV export, see our core guide on How to Scrape WooCommerce Product Images in Bulk.

Technical Image Optimization & CDN Challenges

Modern stores use next-gen image pipelines:

  • WebP & AVIF Transcoding: Cloudflare Polish and image optimization plugins dynamically serve WebP based on user-agent Accept headers.
  • Lazy Loading: Images with data-src or loading="lazy" attributes require scrapers to inspect fallback attributes.
  • srcset Parsing: Extracting the largest image candidate from srcset strings ensures maximum resolution fidelity.

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Related Topics:#scrape product images#high res images#bulk image download#woocommerce gallery#media extraction
Azeem Greater

Azeem Greater

Lead Developer & Creator

Lead Developer & Creator of WooScraper

Full-stack software architect and creator of WooScraper. Specializing in high-performance web scrapers, reverse engineering unauthenticated e-commerce APIs, distributed proxy networks, and building reliable e-commerce catalog migration pipelines.

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