End-to-end automated pipeline that researches trending niches, generates printable art with AI, writes SEO-optimised listings, and publishes to Etsy — fully autonomous.
Built with production-grade tools and APIs
Five autonomous stages, scheduled and orchestrated
From trend discovery to live Etsy listing — zero manual intervention
Discovers trending niches via Google Trends scoring and AI-powered keyword expansion using Gemini. Ranks opportunities by demand vs competition.
AI-POWEREDGenerates print-ready art via Leonardo.ai with HuggingFace FLUX fallback. Creates 3 mockup variations (cream, dark, multi-size) per product for Etsy's gallery.
AI-POWEREDGemini 2.0 Flash generates keyword-rich titles, 13 long-tail tags, and buyer-focused descriptions with print sizes, file formats, and care instructions.
AI-POWEREDCreates draft listing via Etsy v3 API → uploads digital files + thumbnail + mockups → attaches shipping profile → activates listing. Automatic retry with exponential backoff.
API INTEGRATIONPulls views, favourites, sales, and revenue per listing. Recalculates niche scores so future research prioritises what actually sells.
AUTOMATED FEEDBACK LOOPBuilt for reliability and scale
Full browser-based PKCE flow with local callback server. Tokens auto-refresh and persist to environment.
Gemini suggests 5 new trending keywords each cycle, expanding beyond seed niches automatically.
3 styled variations per product (cream, dark, multi-size) fill Etsy's image slots for higher conversion.
Tenacity decorators with exponential backoff on all API calls. Handles rate limits gracefully.
Listings created as drafts, files and images uploaded, then explicitly activated — matching Etsy's recommended workflow.
Analytics feedback loop recalculates niche scores based on real sales data, prioritising profitable niches.