Prompt Optimization Engine
Your prompt works on GPT-5.2.
But does it have to?
With optimize.ai, we route your prompt through the Keywords AI gateway to multiple models, evaluate their outputs, and find the best model and prompt for your goal of cost, speed, or quality. Pull prompts from your library, optimize them, and push them back.
How it works
Benchmark
Your prompt is sent to 4-6 models selected for your task type. Every call is real: actual tokens, actual cost, actual latency.
Evaluate
An evaluator agent scores each output on correctness, completeness, and format, then checks your requirements one by one.
Rewrite
An optimizer agent rewrites your prompt to close the quality gap on cheaper models, targeting the specific requirements that failed.
Recommend
An advisor agent picks the best model and prompt combo for your priority: cheapest, fastest, highest quality, or best value.
Nothing here is estimated. Your prompt actually gets sent to GPT, Claude, and Gemini through the Keywords AI unified API. Token counts, latency, and cost are all logged and analyzed by Keywords AI. Every call is individually inspectable in their dashboard. The recommendations come from real data, not estimates.
Through Keywords AI prompt management, connect your account below to pull prompts straight from your library. Any {{variables}} in the template become editable fields here. Once we find a better prompt, push it back as a new version without leaving this page.
Connect your Keywords AI account
Link your API key to import prompts directly from your Keywords AI library, push optimized versions back, and view full traces for every agent step in your dashboard.
Get your API keyWaiting for pipeline to start