AI product photography API and CLI for complete listing image sets
Stage
Not given
Startup
Founded
Not given
2026
Based in
US
BE
Pricing model
Not given
Freemium
Pricing
Not given
Creator plan $19/month for 60 credits (about $0.32 per image), Pro plan $49/month for 180 credits (about $0.27 per image), Business plan $149/month for 600 credits (about $0.25 per image). 20% discount on yearly plans. One-time credit packs: 50 credits for $21, 150 credits for $55, 500 credits for $
Key features
Pyramid-JiT (P-JiT) architecture with 32×32 token reduction
4× more aggressive token reduction than Linum v2
Converges in 11× fewer samples than Linum v2
2B-parameter model with frozen Qwen text encoder
Pixel-space diffusion with multi-resolution readouts
PixelREPA alignment with DINOv3-L
Curriculum learning over noise schedule
Generate Amazon listing images and A+ content modules
Multi-language on-image text in 29 languages
REST API with OpenAPI 3.1 specification
Command-line tool via npx productaura
MCP server for AI assistants
Image editing with natural language prompts
Platform checklist and compliance verification
Idempotency keys for safe API retries
Brand kits with colours, fonts and logos
Folder organization for stores, platforms and clients
What makes it different
Low-cost training: full 2B model trained for just $21K in compute
Controls baked into model training rather than post-hoc fine-tuning
Pixel-space compression without separate VAE bottleneck
Apache 2.0 open release with full model weights and code
Complete platform-ready image sets from a single photo in minutes
Composited Amazon main images with real product on pure white background
Same API, web app, CLI and MCP server pricing and features
Automatic AI image labeling for compliance
Free credits on signup and free read-only API calls
Linum
Product Aura