AI Images for Etsy and Print-on-Demand — The Practical Playbook

The rules first

• Etsy allows AI-generated listings if you disclose them in the listing.
• Amazon KDP allows AI-generated interiors on their KDP program.
• Redbubble, Printful, Printify — allowed, no disclosure required.
• Zazzle — allowed with disclosure.

Selling AI art without disclosing on platforms that require it is the fast track to a shop suspension.

Resolution requirements

Print needs 300 DPI at the print size:

• T-shirt front (12"×16") → 3600 × 4800 px
• Mug wrap (9"×3.75") → 2700 × 1125 px
• 8"×10" wall art → 2400 × 3000 px
• 24"×36" poster → 7200 × 10800 px

Generate at your native SDXL bucket (1024 or 1152), then upscale to the target size. See Upscaling AI Images.

Style traps

Too generic — the market is saturated with "cottagecore mushroom" and "boho affirmations." Pick a niche.

Too trendy — a style that's hot on Etsy in June won't sell in December. Test small before scaling.

Text errors — SDXL still gets typography wrong. Add text in Photoshop or Illustrator after generation, or use Flux for text-heavy designs.

The batch strategy

Generate 30 concepts. Pick the top 5. Publish 5 listings. Watch the analytics. Double down on the winner. Repeat weekly.

This works because the marketplace filter is unforgiving — 90 % of listings never sell. You need volume + measurement, not perfectionism.

Commercial rights

Every paid Imagoat plan includes commercial rights. Free tier is watermarked. If you're selling on any marketplace, use a paid plan — not because Imagoat forces you to, but because a watermark will get your listing rejected.