AI Etsy Print-on-Demand Automation
Researches trends, generates designs, writes SEO listings and routes orders to fulfilment, with email approval.
Overview
An Etsy seller wanted a print-on-demand shop that runs itself. We built a pipeline that researches trends, generates designs with AI, writes SEO-optimised listings, sends each one for email approval, and pushes orders to Printify for fulfilment, deployed live on the client's server.
The Challenge
Finding trends, making designs and writing listings by hand limited how many products the shop could launch.
The Solution
Trend research
To pick product ideas.
AI design generation
Using the client's own image model.
SEO listing writer
For titles, tags and descriptions.
Approval and fulfilment
Gmail approval step, Printify fulfilment, order tracking and a weekly scheduler.
How It Works
Trend research
AI design
SEO listing
Email approval
Publish to Etsy
Printify fulfilment + tracking
Architecture
Research
Trend discovery that feeds product ideas.
Design
AI image generation using the client's API credits.
Listings
LLM-written titles, tags and descriptions.
Approval
Gmail-based approve or reject before publishing.
Fulfilment
Printify integration for production and shipping.
Tracking
Order database plus a weekly scheduler.
Engineering Highlights
- Human approval built in, so nothing publishes without the owner's yes.
- Delivered within two days of the order.
- Approval system added later as a separate same-day order.
Outcome
- Deployed live on the client's server.
- End-to-end flow from idea to fulfilled order.