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6 Strategic ChatGPT Prompts: Conducting basic market research
 6 Strategic ChatGPT Prompts: Conducting basic market research
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6 Proven ChatGPT Prompts: Generating customer personas
 6 Proven ChatGPT Prompts: Generating customer personas
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9 Advanced ChatGPT Prompts: Analyze competition
 9 Advanced ChatGPT Prompts: Analyze competition
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7 Proven ChatGPT Prompts: Analyze learning styles
 7 Proven ChatGPT Prompts: Analyze learning styles
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6 Advanced ChatGPT Prompts: Analyze email campaign metrics
 6 Advanced ChatGPT Prompts: Analyze email campaign metrics
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6 Advanced ChatGPT Prompts: Conducting industry research
 6 Advanced ChatGPT Prompts: Conducting industry research
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6 Advanced ChatGPT Prompts: Creating competitive market analyses
 6 Advanced ChatGPT Prompts: Creating competitive market analyses
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6 Innovative ChatGPT Prompts: Creating market sizing reports
 6 Innovative ChatGPT Prompts: Creating market sizing reports
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7 Advanced ChatGPT Prompts: Generating weekly email reports for insights
 7 Advanced ChatGPT Prompts: Generating weekly email reports for insights
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6 Strategic ChatGPT Prompts: Developing workforce supply and demand models
 6 Strategic ChatGPT Prompts: Developing workforce supply and demand models
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6 Advanced ChatGPT Prompts: Managing intellectual property
 6 Advanced ChatGPT Prompts: Managing intellectual property
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7 Proven ChatGPT Prompts: Analyze financial data
 7 Proven ChatGPT Prompts: Analyze financial data
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6 Expert ChatGPT Prompts: Conducting financial analysis
 6 Expert ChatGPT Prompts: Conducting financial analysis
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6 Advanced ChatGPT Prompts: Analyzing financial performance
 6 Advanced ChatGPT Prompts: Analyzing financial performance
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6 Strategic ChatGPT Prompts: Creating basic sales reports
 6 Strategic ChatGPT Prompts: Creating basic sales reports
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6 Advanced ChatGPT Prompts: Managing team productivity and performance
 6 Advanced ChatGPT Prompts: Managing team productivity and performance
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6 Advanced ChatGPT Prompts: Managing leadership assessment centres
 6 Advanced ChatGPT Prompts: Managing leadership assessment centres
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6 Strategic ChatGPT Prompts: Managing leadership shadowing initiatives
 6 Strategic ChatGPT Prompts: Managing leadership shadowing initiatives
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6 Proven ChatGPT Prompts: Managing HR data integration projects
 6 Proven ChatGPT Prompts: Managing HR data integration projects
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6 Advanced ChatGPT Prompts: Developing performance metrics
 6 Advanced ChatGPT Prompts: Developing performance metrics
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What is “prompt engineering”?

A “prompt” is the input that guides a generative AI model to generate useful outputs. Generative AI tools like ChatGPT, GPT, DALL·E 2, Stable Diffusion, Midjourney, etc. all require prompting as their input.


What is prompt engineering

In a natural language processing (NLP) context, “prompt engineering” is the process of discovering inputs that yield desirable or useful results. As is the story with any processes, better inputs yield better outputs; or commonly said another way “garbage in, garbage out.


garbage in, garbage out

![Source: https://www.youtube.com/watch?v=1NQWJjgi-_k


Designing effective and efficient prompts will increase the likelihood of receiving a response that is both favorable and contextual. With a good prompt, you can spend less time editing content and more time generating it.



Going from beginner → advanced prompt engineer

As companies like PromptBase arise around the idea that the prompt is the “secret sauce” to using generative AI, prompt engineering could easily become the “career of the future.” But, any generative AI user can become an “advanced” prompt engineer. Here’s how

Spend time with the tools

  • The more time you spend asking ChatGPT questions and receiving responses, the better your idea will be of various prompting approaches and their individual strengths and weaknesses
  • Use Open AI’s GPT playground to perform interactive trial and error with variations in your prompt, model, temperature and top_p values (uniqueness of answer, i.e. creativity), and more available within the UI itself.
play background gpt3

Become a prompt researcher instead of engineer

  • If you’re already a subject matter expert in something, consider figuring out how to apply your personal skills to generating the best prompts in your field
  • For example, if you’re an expert in SEO, what questions do you ask yourself when creating SEO strategies? How can you translate this knowledge into better prompts to generate the same level of output with AI?

Become a prompt researcher instead of engineer

  • The term prompt engineer glosses over the idea that prompt formulation takes hypothesizing, research, result measurement, and repetition. Instead, approach prompting like a research project.
  • Try as many different variations and formulations of your prompt as possible. One problem can have hundreds of solutions and one solution can have hundreds of approaches. The same can be said of prompting.