AI Prompt Optimizer
Structure your raw prompt for its use case and get an optimized version, variations and a score.
About the AI Prompt Optimizer
The AI Prompt Optimizer turns a short or messy idea into a structured prompt suited to use cases such as agents, image generators, coding, marketing, SEO and chatbots. It clarifies the role, context, task, constraints and output format, produces a few alternative variations and shows how consistent your prompt is with a short quality score. You can copy the results and paste them straight into your agent, image generator or chat tool. A good prompt lowers model cost and improves answer quality; this page is built to speed up prompt engineering and to be used together with the other tools.
Use Cases and Detail Levels
AI Agent mode emphasizes the task definition, tool use and error behavior. Image generator mode suggests subject, lighting, camera, style and a negative prompt. Coding mode clarifies the language, constraints and expected output format. The marketing, SEO and chatbot presets structure fields such as target audience, tone, keyword intent and answer length. The basic, detailed and expert levels control the prompt length and how deep the subsections go. For image prompt tips, see the ChatGPT realistic photo prompt guide and the Gemini photo prompt examples (both in Turkish).
Using the Results
Use the copy button next to each section to copy the optimized prompt or the whole output to your clipboard and use it directly. To try different variations in the same project, edit the result and optimize it again. For a live chat experience, use the AI Agent tool; to test the generated prompt visually, use the AI Image Generator.
Coding and Agent Prompt Tips
For coding tasks, the prompt should state the file structure, the testing expectations and the language to use. For agent scenarios, specify the tool limits, what to do on failure and whether the output should be Markdown or JSON. 7 ways to improve your AI coding results and the Claude 4 coding guide (both in Turkish) add more context. To see which model stands out in coding or agent tasks, use the AI Model Comparison table.
An Effective Prompt Writing Workflow
Start with a short sentence, pick the use case and raise the detail level as needed. Copy the first output into the target tool; if the result is weak, run a second round by adding concrete examples, restrictions or a target length to the prompt. A/B test the alternatives in the Variations section to find the best tone. The quality score is not an absolute measure; treat it as a practical checklist focused on clarity and well-defined constraints.