CRISPE — ChatGPT Prompt Engineering Framework

7 min readMay 23, 2023

--

ChatGPT is an advanced AI model designed to understand and generate human-like text. It can fulfill a variety of roles, including acting as a tool for recruiters and sourcers. However, maximizing the benefits of ChatGPT can be challenging, especially for those who are not particularly tech-savvy or are new to AI.

I. Introduction

To mitigate this, a framework called CRISPE has been developed. This framework provides a blueprint for creating effective prompts for ChatGPT, ensuring optimal utilization, whether you’re drafting a job post or communicating with potential candidates.

This article will delve into the CRISPE Framework, elucidating each component and demonstrating its application in various recruitment and talent sourcing scenarios. By the end of this article, you will understand how to leverage ChatGPT as a potent tool in your recruitment tasks.

II. The CRISPE Framework Explained

This diagram was generated via ChatGPT plugin: https://showme.redstarplugin.com/d/pR2MC52v

The CRISPE Framework facilitates efficient interaction with ChatGPT. Each letter in CRISPE represents a key component of an effective prompt:

  • Capacity and Role: This step requires defining the role or capacity in which you want ChatGPT to function. Are you using ChatGPT as a copywriter? A researcher? A language translator? Clearly outlining this from the onset helps guide the AI’s responses.
  • Insight: This part necessitates providing any necessary background or contextual information. The more relevant details ChatGPT receives, the more accurately and appropriately it can respond.
  • Statement: This element is the core of your prompt: What are you asking ChatGPT to do? The more specific you are, the more precise the response.
  • Personality: How do you want ChatGPT to come across in its response? Should it be formal and business-like or casual and friendly? This component can help lend a personal touch to your interaction.
  • Experiment: This component encourages you to ask ChatGPT to provide multiple responses or examples, enabling you to choose the best one or combine elements from several options.

The CRISPE Framework isn’t a rigid structure that you must strictly adhere to. Think of it as a set of guidelines that helps craft effective prompts. It offers flexibility, allowing you to modify it to suit your specific needs.

III. Application of the CRISPE Framework in Recruitment

With digital transformation on the rise, recruitment has experienced a paradigm shift. From traditionally posting vacancies in newspapers and waiting for applications, the recruitment process has evolved into a more dynamic, diverse, and technology-driven field. Artificial Intelligence (AI) tools like ChatGPT are reshaping the recruitment landscape due to their capacity to understand and generate human-like text. These tools can be instrumental in performing a variety of recruitment tasks.

The CRISPE Framework is a potent strategy for harnessing the power of ChatGPT in recruitment. It guides recruiters and talent sourcers in crafting prompts that extract the best from ChatGPT, thus aiding in various recruitment tasks. From crafting compelling employer branding messages to devising candidate sourcing strategies, the CRISPE Framework enables effective usage of ChatGPT.

However, AI models like ChatGPT can only deliver optimal results when used effectively. The CRISPE Framework serves not just as a tool for using ChatGPT but as an essential guide to ensure fruitful and efficient interactions with the AI. Proper understanding and application of this framework will empower recruiters and sourcers to derive the most value from ChatGPT.

IV. Case Studies/Examples

Example 1: Using ChatGPT to Generate Compelling Employer Branding Content

Your employer brand can significantly influence a potential candidate’s decision to apply for a job in the world of recruitment. Hence, how you present your company culture, values, and work environment is critically important. With ChatGPT, you can generate engaging and compelling content that showcases your company as an attractive place to work.

Using the CRISPE Framework, you can create a prompt as follows:

Capacity and Role: Content Writer
Insight: Our company is a startup in the tech industry, known for its innovative products, inclusive culture, and commitment to employee growth.
Statement: Write a LinkedIn post that highlights our company’s strengths and appeals to potential candidates.
Personality: Professional, yet friendly and approachable.
Experiment: Provide three different versions of the post.

Application of the CRISPE Framework in this scenario guides ChatGPT to produce the desired results — in this case, engaging LinkedIn posts that accurately reflect the company’s brand.

Example 2: Leveraging ChatGPT to Communicate with Potential Candidate

Communication is integral to recruitment. Whether it’s reaching out to potential candidates, responding to queries, or updating applicants about their application status, effective communication can make a huge difference. Drafting personalized messages for each candidate can be time-consuming, but ChatGPT can help.

Using the CRISPE Framework, we can ask ChatGPT to generate an engaging outreach message to a potential candidate:

Capacity and Role: Communication Specialist
Insight: The candidate, John Doe, is a highly skilled software developer we found on LinkedIn {paste Linkedin profile}. We have a job opening {paste job add} that perfectly matches his skills and experience.
Statement: Write an outreach message to John Doe, inviting him to consider the job opening.
Personality: Professional, polite, and personalized.
Experiment: Generate two different versions of the message.

This use of ChatGPT allows recruiters to maintain high-quality communication without spending excessive time and effort.

Example 3: Employing ChatGPT for Negotiation Training

Negotiating job offers is a critical skill in recruitment. It’s not just about convincing the candidate to accept the job, but also about reaching an agreement that aligns with the company’s budget and policies. Practicing negotiation scenarios can enhance a recruiter’s skills, and ChatGPT can assist in this area.

Here’s how we can use the CRISPE Framework to create a negotiation scenario:

Capacity and Role: Training Partner
Insight: We’re simulating a negotiation with a high-level candidate who has another job offer. Our company can’t exceed the budget, but we can offer other benefits such as flexible hours, stock options, and professional development opportunities.
Statement: Simulate a negotiation conversation where the candidate tries to negotiate a higher salary than we can offer, and we have to persuade them with other benefits.
Personality: Professional and assertive, but also understanding and considerate.
Experiment: Generate two different versions of the conversation.

This usage of ChatGPT can provide a realistic practice platform, helping recruiters improve their negotiation skills.

Example 4: Using ChatGPT to Generate Ideas for Candidate Sourcing Strategies

Sourcing high-quality candidates is often one of the biggest challenges in recruitment. It requires a strategic approach, creativity, and a good understanding of the job market. This is another task that can be made easier with ChatGPT.

Using the CRISPE Framework, we can brainstorm sourcing strategies:

Capacity and Role: Idea Generator
Insight: We’re looking for highly skilled data scientists, but we’re struggling to find enough qualified candidates. We’ve used traditional methods like job boards and LinkedIn, but we need to expand our approach.
Statement: Brainstorm innovative strategies for sourcing data scientists.
Personality: Creative and detailed.
Experiment: Provide five different strategies.

By applying the CRISPE Framework in this way, you can tap into ChatGPT’s creative potential and come up with new strategies, potentially discovering untapped sources of talent.

V. Advantages of Using the CRISPE Framework in Recruitment

The application of AI in recruitment and talent sourcing brings numerous advantages, from improving efficiency to supporting better decision-making. The CRISPE Framework enhances these benefits by optimizing the usage of ChatGPT in recruitment tasks. Here are some notable advantages of this framework:

  1. Efficiency and Productivity: The CRISPE Framework, by guiding you in crafting effective prompts, helps you get the desired output from ChatGPT on the first attempt, reducing the time spent on iterations and rephrasing.
  2. Precision and Relevance: The framework encourages providing detailed instructions and context, resulting in responses from ChatGPT that are more precise and relevant to your needs.
  3. Versatility: The CRISPE Framework isn’t restricted to specific tasks or scenarios. You can use this framework to guide your interaction with ChatGPT, whether you’re sourcing candidates, crafting branding content, or training for negotiations.
  4. Improved Communication: By defining the personality for ChatGPT’s responses, you can tailor the AI’s communication style to match your company’s tone of voice or the specific situation, thereby improving engagement with candidates and stakeholders.
  5. Creative Problem Solving: The Experiment part of the CRISPE Framework can enable ChatGPT to provide multiple solutions or suggestions, allowing you to explore different approaches to a problem or task.

In essence, the CRISPE Framework serves as a tool to enhance your interactions with ChatGPT, ensuring that this AI model becomes a valuable asset in your recruitment and talent sourcing endeavors.

VI. Conclusion

The rise of AI in recruitment is not just a trend; it’s a meaningful shift towards smarter and more efficient practices. As we’ve seen, ChatGPT is a potent tool that can support various aspects of recruitment, from sourcing and communication to employer branding and negotiation training. But to harness its full potential, a structured approach like the CRISPE Framework is necessary.

The CRISPE Framework guides recruiters and sourcers in crafting effective prompts for ChatGPT, ensuring that the AI’s responses meet their needs and expectations. Whether you’re a tech-savvy recruiter looking to optimize your use of AI or a novice just starting on your AI journey, the CRISPE Framework can be instrumental in getting the most out of ChatGPT.

To immerse deeper into this exhilarating domain, we extend an invitation to you to enroll in our corporate training focused on all aspects of ChatGPT.

As the role of AI continues to expand in recruitment, mastering tools like ChatGPT and frameworks like CRISPE is no longer a luxury; it’s a necessity. Embrace this exciting development in the field of recruitment and explore the countless possibilities it brings to the table.

Sign up to discover human stories that deepen your understanding of the world.

Free

Distraction-free reading. No ads.

Organize your knowledge with lists and highlights.

Tell your story. Find your audience.

Membership

Read member-only stories

Support writers you read most

Earn money for your writing

Listen to audio narrations

Read offline with the Medium app

--

--

Denys Dinkevych
Denys Dinkevych

No responses yet

Write a response