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5 Frameworks to Master ChatGPT Prompt Engineering ⤵️
1. G.U.I.D.E. Framework
This framework is designed to streamline your approach by helping you define goals and evaluate success.
Goal: What do you want to achieve?
Understanding: Identify key challenges and context.
Information: Clarify the information you need.
Direction: Set the course for action.
Evaluation: Define success criteria.
Example Prompt:
Develop a new user onboarding process that reduces time to first value.
Evaluate: Success measured by user engagement and feedback after the new onboarding process is implemented.
2. S.P.A.R.K. Framework
If you're facing a situation requiring action, the S.P.A.R.K. framework is your go-to guide. It covers:
Situation: Define the problem.
Purpose: Clarify why the prompt matters.
Action: What action needs to be taken?
Result: Predict the outcome.
Knowledge: Identify the type of information you require.
Example Prompt:
Analyze current digital marketing trends and propose strategies to enhance campaign performance.
Expect Action: Provide insights on trending social media strategies.
3. C.L.E.A.R. Framework
For tackling challenges with specific constraints, this framework helps you define clear steps to success:
Challenge: What’s the problem?
Limitation: What are the constraints?
Expectation: What do you aim to achieve?
Action: What steps will get you there?
Result: Define what success looks like.
Example Prompt:
Reduce website bounce rates within a limited budget.
Expectation: Achieve at least a 10% improvement in bounce rates.
4. R.A.C.E. Framework
This framework is great for defining roles and responsibilities in a digital marketing context. Here’s how to apply it:
Role: Define what ChatGPT’s role is.
Action: Specify what action is needed.
Context: Describe the situation.
Expectation: Clarify the desired result.
Example Prompt:
Develop a social media campaign to increase brand awareness by 20% for a new product.
Action: Create a targeted strategy based on current engagement trends.
5. D.I.V.E. Framework
If you need to collect and verify data, this framework will help guide your AI efforts:
Data: Gather necessary data.
Insight: Analyze the data for insights.
Verify: Ensure that insights are actionable.
Execute: Implement the actions based on the insights.
Example Prompt:
Analyze customer purchasing patterns from website analytics.
Insight: Provide actionable steps based on customer behavior data.
📌 Free Tool for You
To make prompt engineering even easier, we’re excited to offer the Prompt Framework Architect, available for free in the GPT store.
This tool uses 11 of the most popular prompting frameworks to automatically refine your prompts for more accurate and impactful results.