CleanTee AI
Instantly convert T-shirt mockups into studio-quality print-ready artworks.
Trusted by
Built entirely with OpenAI's GPT-4 Vision + image generation APIs—used in leading design workflows and research.
Success Story
TikTok’s internal test showed AI-generated titles increased valid watches by 7.1% and average watch duration by 4.1% on UGC content.
Integrates with
Problem
Designers waste time removing backgrounds, editing shadows, separating garments, and refining mockups manually—leading to inconsistencies and delays.
Solution
CleanTee AI automates that finishing step: it learns the visual elements from the mockup, refines prompts, and generates clean, print-quality design output with no shirt frame, no background distractions, and consistent style.
Result
Turn hours of manual cleanup into minutes of AI processing, reduce human error, and maintain consistency across designs.
Use Cases
- CleanTee AI automates the final creative pass on T-shirt mockups. You submit a URL (or image) of a mockup, and the agent: 1. Validates the image 2. Uses GPT-4 Vision to analyze design elements 3. Refines the style prompt to preserve layout and typography 4. Escapes it safely 5. Sends it to OpenAI’s image engine to produce a new design with a solid black background and no visible shirt 6. Outputs a printable-quality file (binary image) ready for production This removes manual clean-up, background removal, and re-drawing—ideal for merch operators, print shops, and brand designers.
Integrations
Connect to your existing tools seamlessly
Technology Stack
Automation
Automation
Infrastructure
Implementation Timeline
Trigger & Validation
1 hrSet up chat/webhook node + validation of image URL
Vision & Analysis
1 hrConnect GPT-4 Vision for design extraction
Prompt Refinement
1 hrBuild agent to refine layout & style prompt
Image Generation
1–2 hrsCall OpenAI image endpoint & convert base64
Testing & QA
1 hrTest multiple mockups, check print output
Launch & Support
½ hourFinal checks, document usage, error catch
Support Included
Includes prompt templates, node configuration guide, sample mockups & outputs, style tuning tips, fallback error handling logic
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