When to Use This Tool
- Identifying repetitive keywords in complex AI image generation prompts.
- Analyzing word density for optimizing stock photography metadata.
- Auditing long-form prompts to ensure balanced token distribution.
Step-by-Step Workflow
- Open the tool
Navigate to the Prompt Token Frequency Analyzer tool on the Bluesky Labs website.
- Enter inputs
Paste your AI prompt or list of descriptive tags into the input area.
- Run the action
Click the analysis button to process the text locally in your browser.
- Run the action
Review the generated frequency chart to see which words appear most often.
- Adjust options
Adjust your prompt based on the identified patterns to improve AI output quality.
Best Practices
- Use specific descriptive tags rather than generic terms for more accurate metadata analysis.
- Analyze prompts in segments if they are extremely long to maintain clear frequency data.
- Compare different versions of a prompt side-by-side to see how token shifts affect results.
- Focus on high-frequency 'noise' words that might be diluting your primary subject matter.
FAQ
Is my data shared with any external servers?
No, the Prompt Token Frequency Analyzer processes all text locally within your browser to ensure privacy.
Can I use this tool for stock photo tagging research?
Yes, it is specifically designed to help you identify and balance word patterns in stock metadata.