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7 Innovative ChatGPT Prompts: Track customer retention rates
 7 Innovative ChatGPT Prompts: Track customer retention rates
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7 Advanced ChatGPT Prompts: Forecast revenue
 7 Advanced ChatGPT Prompts: Forecast revenue
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7 Proven ChatGPT Prompts: Analyze financial data
 7 Proven ChatGPT Prompts: Analyze financial data
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6 Advanced ChatGPT Prompts: Confirm project start date
 6 Advanced ChatGPT Prompts: Confirm project start date
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6 Expert ChatGPT Prompts: Conducting informational interviews
 6 Expert ChatGPT Prompts: Conducting informational interviews
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6 Innovative ChatGPT Prompts: Identifying industry events
 6 Innovative ChatGPT Prompts: Identifying industry events
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6 Strategic ChatGPT Prompts: Identifying cultural initiatives
 6 Strategic ChatGPT Prompts: Identifying cultural initiatives
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6 Expert ChatGPT Prompts: Managing wellness initiatives
 6 Expert ChatGPT Prompts: Managing wellness initiatives
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6 Proven ChatGPT Prompts: Identifying recruitment channels
 6 Proven ChatGPT Prompts: Identifying recruitment channels
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6 Advanced ChatGPT Prompts: Conducting industry research
 6 Advanced ChatGPT Prompts: Conducting industry research
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5 Expert ChatGPT Prompts: Creating a sales strategy

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7 Advanced ChatGPT Prompts: Identifying target market
 7 Advanced ChatGPT Prompts: Identifying target market
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6 Expert ChatGPT Prompts: Analyzing content marketing metrics
 6 Expert ChatGPT Prompts: Analyzing content marketing metrics
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6 Proven ChatGPT Prompts: Handling project risk assessment
 6 Proven ChatGPT Prompts: Handling project risk assessment
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6 Advanced ChatGPT Prompts: Managing intellectual property
 6 Advanced ChatGPT Prompts: Managing intellectual property
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6 Advanced ChatGPT Prompts: Analyzing sales performance
 6 Advanced ChatGPT Prompts: Analyzing sales performance
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6 Strategic ChatGPT Prompts: Identifying sales trends
 6 Strategic ChatGPT Prompts: Identifying sales trends
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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 Innovative ChatGPT Prompts: Identifying influencer partnerships
 6 Innovative ChatGPT Prompts: Identifying influencer partnerships
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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.