Transform messy, sparse e-commerce product feeds into SEO-optimized, enriched catalogs overnight. Process thousands of SKUs in parallel—no real-time rewrites, just pure background processing at scale.
E-commerce operators with 1,000+ SKUs face a brutal bottleneck. Current solutions fail at scale.
Per-request inference is prohibitively expensive at scale. Slow page loads and high costs make real-time solutions impossible for catalogs with thousands of SKUs.
Hiring VA teams to write descriptions for 5,000+ products takes weeks and is riddled with errors. By the time you're done, inventory has changed.
Supplier feeds contain unusable titles like "RED DRESS XL COTTON" with zero descriptions, no standardized categories, and missing attributes that hurt SEO and conversions.
Selling on Shopify, Amazon, and WooCommerce means manually adapting content for each platform's requirements—doubling or tripling the work.
FeedForge runs as a Cloudflare Queue-driven batch processor. Upload at 6 PM, enriched catalog by 8 AM.
Process 10,000 products in parallel across Workers' global infrastructure. Complete overnight what would take weeks manually—no per-request costs.
1000 Parallel JobsWorkers AI (Llama 3.1/Mistral) generates SEO-optimized descriptions, standardized categories, attribute tags, and translations from sparse inputs.
Few-Shot PromptingTrello-like dashboard for reviewing AI-generated content. Bulk approve/reject with full versioning—original vs. AI-generated stored in R2.
Review DashboardSeamless sync to Shopify Admin API, WooCommerce REST, Amazon SP-API, and BigCommerce. Approved content pushes automatically or exports as formatted CSV.
One-Click SyncAuto-translate product data to ES/DE/JP using Llama 3.1. Generate image alt-text for accessibility and SEO—batch processed just like descriptions.
EN-ES/DE/JPProcessing 10,000 products costs ~$5 in Workers AI vs $200+ with OpenAI. Critical when margins are cents per SKU.
97% Cost SavingsZero impact on storefront performance—process during off-hours, approve over coffee
Upload CSV or connect Shopify via Admin API
Queue triggers 1000 parallel AI jobs
Results saved to R2 with versioning
Approve/reject in Trello-like dashboard
Push to Shopify or export CSV for Amazon
Upload CSV or connect Shopify
1000 parallel AI jobs
Saved to R2 with versioning
Approve/reject in dashboard
Push to platforms
Upload CSV or connect Shopify via Admin API
Queue triggers 1000 parallel AI jobs
Results saved to R2 with versioning
Approve/reject in Trello-like dashboard
Push to Shopify or export CSV for Amazon
Batch job orchestration
Llama 3.1 / Mistral
Generated content storage
State & approval tracking
Based on SKU count processed monthly. Scale as your catalog grows.
For emerging dropshippers
For multi-brand portfolios
For Amazon aggregators
Coming soon — process 10,000 product descriptions while you sleep. Wake up to a fully populated catalog.