GenBatch Studio GenBatch Studio

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GenBatch Studio

High-fidelity batch prompt synthesis.

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Global Configuration

Negative Filter

Drop your inspiration here

Upload reference images to extract visual characteristics.

Batch Queue 0

Processing...
Item 0 of 0
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Activity Monitor

System ready. Waiting for input...
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Provider Settings

Studio Guidelines

🚀 Quick Start

  1. Open API Settings (gear icon top-right) and add at least one API key for your provider. Save.
  2. Pick an Input Source: Images, Keywords, or Microstock URL.
  3. Set your Artistic Style and Similarity Level.
  4. Add items to the Batch Queue.
  5. Click Run Batch Synthesis and watch the progress bar.
  6. Done? Copy All or Save .txt your generated prompts.

1. Configuration (API Keys)

Every call needs a valid API key for the provider you pick (Gemini, OpenAI, OpenRouter, or Groq). Extra keys removed? Add them under API Settings — paste several keys (one per line) to enable key rotation, which spreads the load and avoids quota limits during big batches.

2. Mode Selection

  • Image Mode: Upload reference images — the tool reads their visual characteristics and turns each one into a detailed prompt.
  • Keyword Mode: Type a simple word or phrase per line and it becomes a descriptive scene.
  • Microstock URL Mode: Paste stock URLs from Adobe, Vecteezy, Shutterstock, Freepik, or Dreamstime. One per line. The tool extracts the subject automatically.

3. Similarity Levels

  • High Similarity: Prompt mirrors the reference as closely as possible — literal objects, poses, and colors.
  • Balanced Similarity: Captures the core visual essence while simplifying minor details. Best for general use.
  • Low Similarity: Treats the reference as inspiration only — abstract, high-interpretation ideation.

4. Artistic Styles

Choose the look you want: Photorealistic, Cinematic Video Shot, Flat Illustration, Icon Set, 3D Isolated, Watercolor, or Anime. You can also add Custom Guidance for your own extra instructions, and set Prompts per Item (1–10) to produce multiple variations of each item.

5. Negative Filter

Tell the AI what to exclude (e.g. text, logo, blurry). Use the one-click Professional Presets for common microstock rules: No Text (logo/watermark/signature), High Quality (avoid blur & artifacts), Safe Stock (no trademark/celebrity/flags), and Artistic (clean framing, no cut-off subjects).

6. Batch Queue & Running

  • Your items sit in the Batch Queue (shows the item count).
  • Run Batch Synthesis processes every queued item — the progress bar shows live status.
  • Use Cancel to stop a running batch, or Clear All to empty the queue.
  • If an item fails (e.g. rate limit or quota), use Regenerate Errors to retry only the failed ones — no need to redo the whole batch.

7. Export Your Prompts

When a batch finishes: Copy All copies every generated prompt to your clipboard in one go, or Save .txt downloads them as a text file. Individual prompts can also be copied from their own card.

💡 Pro Tips

  • For big batches, add multiple API keys so rotation keeps you under rate limits.
  • Keep the Safe Stock filter on for submissions that must avoid trademarks or real people.
  • Prompts are saved in your browser — use Save .txt to back them up.