Prompt Optimization — AI Glossary

Prompt optimization is the systematic process of iteratively refining prompts to improve the quality, accuracy, and consistency of AI model outputs. It goes beyond basic prompt engineering by applying structured methodologies — including A/B testing, metric-driven evaluation, and automated prompt scoring — to find the most effective prompt formulation for a given task.