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AI Prompt Optimizer

Paste a prompt you already use and rewrite it into a proven framework like APE, RACE, CREATE or SPARK. Same intent, structured so ChatGPT, Claude and other models answer the way you meant.

The AI Prompt Optimizer rewrites a prompt you already use into a structured framework — APE, RACE, CREATE or SPARK. It keeps your intent and adds the role, constraints and output format that vague prompts leave implicit. Free, no account.

Action, Purpose, Expectation - Clear and direct prompts

Paste your existing prompt here and we'll optimize it using the selected framework.

0/4000 characters
Framework Example (APE)

Write a product description for our new wireless headphones to showcase key features and drive sales on our e-commerce website. Create 3 compelling paragraphs with product benefits, technical specs, and call-to-action.

What the optimizer changes

1

Pick a target framework

Start with APE if you are unsure. Move up to RACE or CREATE when the task needs a role, context or examples.

2

Paste the prompt you have

Your wording, your details. Nothing is invented — missing elements come back as bracketed placeholders for you to fill in.

3

Get it back structured

The same request, reordered into the framework's elements, with the output requirements stated at the end.

Optimizing a prompt vs writing one from scratch

Use this tool when you already have a prompt that half works — the answers are close but inconsistent, too long, or aimed at the wrong audience. Rewriting it into a framework usually exposes what was missing: no role, no context, or no statement of what the output should look like.

Starting from a blank page instead? Build one field by field with the AI Prompt Generator, which asks for each element of the framework in turn.