AI Tools
Prompt Optimizer
Analyze and improve your AI prompts. Get quality scores and actionable suggestions.
Prompt Engineering Tips
- Be specific about what you want
- Define a role for the AI
- Provide context and examples
- Specify the output format
- Set constraints and limitations
The Prompt Optimizer reads your prompt the way a model does, and points out what is costing you clarity, tokens, and output quality.
It scores the structure and flags common weaknesses — vague instructions, a missing role or persona, an undefined output format, redundant phrasing, and unclear constraints — then suggests a rewritten version that is shorter and more specific.
Better prompts do two things at once: they return more useful output and they burn fewer input tokens. Optimizing a prompt often trims 10–30% of its length while improving results. Analysis runs entirely in your browser.
Frequently Asked Questions
What does the optimizer check?
Clarity and specificity, whether a role or persona is defined, whether the desired output format is stated, redundancy and filler, and overall structure — each with concrete rewrite suggestions.
Does it work with any model?
Yes. The same principles apply to GPT-4o, Claude, Gemini, and open models such as Llama and DeepSeek.
Is my prompt uploaded for analysis?
No. Scoring happens locally in your browser and nothing is sent anywhere.