Top prompting techniques for ChatGPT

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Top Prompting techniques to use with ChatGPT

Results driven prompting techniques for ChatGPT/Gemini


Direct Instruction Prompting

Definition: Give ChatGPT/Gemini explicit instructions on what to do without extra context or role setting.
Example:

“Write a professional LinkedIn post promoting our PRINCE2 Foundation and Practitioner training, highlighting the current Take2 resit offer.”


Role-Based Prompting

Definition: Ask ChatGPT/Gemini to adopt a specific role or persona.
Example:

“You are an experienced project management trainer. Explain the key benefits of PRINCE2 Agile for someone with military project experience.”


Context-Loaded Prompting

Definition: Provide relevant background so ChatGPT/Gemini can give more targeted responses.
Example:

“Our audience is ex-military personnel aged 30–45 transitioning into civilian roles. Create a 200-word article showing how APM PMQ certification supports career change into project management.”


Step-by-Step Prompting

Definition: Break tasks into sequential steps for a more controlled outcome.
Example:

  1. Summarise this apm pfq course outline for LinkedIn. (hyperlink to your webpage)
  2. Rewrite it in a conversational tone.
  3. Reduce it to 100 words for a social media post.

Chain-of-Thought Prompting

Definition: Ask ChatGPT/Gemini to explain its reasoning process before giving the final answer.
Example:

“List three reasons PRINCE2 is valuable for managing defence-related projects, and explain your reasoning for each before giving the final list.”


Few-Shot Prompting

Definition: Give examples of the desired format before asking for new content.
Example:

Example 1: “Project managers save time with PRINCE2 our delegates report a 20% increase in delivery efficiency.”
Example 2: “AgilePM gives you flexibility without losing structure perfect for fast-changing projects.”
Now you: “Write three more examples for Change Management certification.”


Zero-Shot Prompting

Definition: Ask for an output without giving examples.
Example:

“Write a three-sentence elevator pitch for APMG Change Management training.”


Comparative Prompting

Definition: Ask for a comparison between options.
Example:

“Compare PRINCE2 Agile vs AgilePM in terms of audience, methodology, and certification path for LinkedIn content.”


Refinement Prompting

Definition: Provide an initial draft and ask ChatGPT/Gemini to improve or adjust it.
Example:

“Here’s our LinkedIn post draft. Please rewrite it to be more persuasive while keeping it under 150 words.”


Creative Constraint Prompting

Definition: Add limits on style, length, tone, or structure.
Example:

“Write a humorous 50-word post about the challenges of change management, ending with a call to action to join our course.”


Multi-Format Prompting

Definition: Ask for outputs in more than one format at once.
Example:

“Create a LinkedIn post and a 10-second video script promoting our APM PFQ course.”


Self-Critique Prompting

Definition: Ask ChatGPT/Gemini to review and improve its own output.
Example:

“Write a 150-word LinkedIn post for our MSP training. Then critique your own post and improve it.”


Prompting Techniques for Gemini and ChatGPT

More advanced prompting techniques

Direct and Role-Based Prompting

This approach combines the straightforwardness of a direct instruction with the power of assigning a specific persona. It’s a highly effective way to get a clear, targeted response from a particular point of view.

  • Example: “You are the expert in selling training courses for IPSO FACTO. I need you to write a professional email to a company HR manager. The email should introduce our new Microsoft Excel and Power Applications training, highlight the benefits of increased efficiency and data analysis for their teams, and include a call to action to book a demo. Make the tone persuasive but professional.”
  • Why it works: By combining a clear directive (“write a professional email”) with a defined role (“Sales expert”), the prompt ensures the output is both on-task and strategically aligned with your business goals. It’s like having your sales expert draft the message for you.

Contextual & Zero-Shot Prompting

This method provides Gemini with the necessary background information without needing an example, allowing it to generate a new, relevant response from scratch.

  • Example: “Our company, IPSO FACTO, provides Project Management training like PRINCE2 and AgilePM. Our customers are often training and HR managers looking to upskill their teams. We also work with a XXX company to train armed forces leavers. Create a social media post for LinkedIn that promotes our Change Management course. The post should appeal to both HR managers and individuals, explaining how the course helps navigate professional transitions smoothly. Do not use any jargon.”
  • Why it works: Providing the context upfront (your business, your audience, and your training) enables Gemini to create a post that is immediately relevant to your diverse customer base. This “zero-shot” approach is ideal for quick content generation when a specific format isn’t required.

Few-Shot & Iterative Prompting

Start with a few examples to set the desired style and then refine the output through conversation. This is perfect for maintaining consistency across a series of marketing materials.

  • Example (a conversation):
    • Prompt 1: “I need three short bullet points for a leaflet promoting our AgilePM course. Here’s the style I’m looking for:
      • PRINCE2: Structured control for predictable project success.
      • APM PFQ: The essential foundation for any aspiring project manager.Now, please do the same for the AgilePM course.”
    • Gemini’s Response: [Initial bullet points]
    • Prompt 2: “That’s a good start. Now, can you make it sound a little more dynamic and focused on team collaboration?”
  • Why it works: The “few-shot” examples give Gemini a clear stylistic template. The iterative part of the conversation allows you to refine the tone and focus, ensuring the final output perfectly matches your marketing message without having to rewrite the entire prompt each time.

Constraints-Based & Self-Critique Prompting

This is an advanced technique where you give a clear set of rules for the response, and then ask Gemini to review and improve its own work. It’s excellent for creating polished content in a single prompt.

  • Example: “Write a blog post introduction (around 100 words) about the financial benefits of mastering Microsoft Excel for individuals looking to improve their employability. The introduction must be written in a professional yet approachable tone. After you’ve written it, critique your own work by suggesting one way to make it even more engaging for a job seeker, and then provide the improved version.”
  • Why it works: By combining constraints (length, tone, topic) with a self-critique instruction, you can bypass multiple rounds of editing. Gemini essentially becomes its own editor, delivering a final product that is more likely to meet your high standards for clarity and appeal.
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