AI t-shirt design generator that turns text prompts or reference images into print-ready artwork with live shirt preview
Expert data development for frontier AI
Stage
Not given
Established
Founded
Not given
2019
Based in
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Not given
Pricing model
Freemium
Contact for pricing
Pricing
Free: 2 credits on signup (first design and print file included). Pro: $19/month for 300 credits. Team: $59/month for 1500 credits. One-time top-up credits available that never expire.
Not given
Key features
Plain-English text prompts with accurate slogan rendering and clean edge detection
Image-to-image reference upload to restyle artwork while preserving creative direction
Print-ready export: transparent 300 DPI PNG at 4500×5400 with safe margins for DTG and screen printing
Batch mode: generate up to 20 designs per run (50 on Team plan) with one prompt and list of slogans
Commercial use rights on paid plans to sell designs on own store, POD platforms, or for client work
Private by default: user prompts, images, and designs never used for AI training or shared with third parties
One-time top-up credits that never expire alongside monthly subscription options
Automatic refund of failed designs with refund credit back to account
Research-grade datasets with rubrics, reviewer guidance, difficulty tiers and eval slices
Custom data development for specific failure surfaces and use cases
Specialized agents built on expert data evaluated in real workflows
Benchmark-grade environments and evaluation harnesses
Provenance tracking with full audit trails for all labeled data
What makes it different
Transparent PNG with semantic segmentation background removal ensures clean edges on detailed artwork
Correct DPI, sizing, and safe margins for DTG and screen print out of the box
Style-consistent output from reference uploads preserves visual language across designs
Research-driven data lab focused on quality and frontier-hardness rather than volume
Domain-specific benchmarks and evaluation environments built for real-world, high-stakes failures
Research methodology published and peer-reviewed with 200+ papers
Comprehensive data lifecycle from SFT to RL training to evaluation
T-Shirt Design AI
Snorkel AI