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6 Innovative ChatGPT Prompts: Developing market reports
 6 Innovative ChatGPT Prompts: Developing market reports
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6 Strategic ChatGPT Prompts: Writing market penetration analyses
 6 Strategic ChatGPT Prompts: Writing market penetration analyses
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6 Innovative ChatGPT Prompts: Writing comparative market analyses (CMAs)
 6 Innovative ChatGPT Prompts: Writing comparative market analyses (CMAs)
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6 Innovative ChatGPT Prompts: Writing resource utilization reports
 6 Innovative ChatGPT Prompts: Writing resource utilization reports
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6 Strategic ChatGPT Prompts: Writing sales territory plans
 6 Strategic ChatGPT Prompts: Writing sales territory plans
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7 Innovative ChatGPT Prompts: Write project stakeholder analysis
 7 Innovative ChatGPT Prompts: Write project stakeholder analysis
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7 Innovative ChatGPT Prompts: Analyze strengths
 7 Innovative ChatGPT Prompts: Analyze strengths
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7 Strategic ChatGPT Prompts: Analyze energy usage
 7 Strategic ChatGPT Prompts: Analyze energy usage
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7 Strategic ChatGPT Prompts: Analyze home security
 7 Strategic ChatGPT Prompts: Analyze home security
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7 Proven ChatGPT Prompts: Analyze progress
 7 Proven ChatGPT Prompts: Analyze progress
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7 Expert ChatGPT Prompts: Conducting incentive program ROI analyses
 7 Expert ChatGPT Prompts: Conducting incentive program ROI analyses
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7 Innovative ChatGPT Prompts: Conducting partnership ROI analyses
 7 Innovative ChatGPT Prompts: Conducting partnership ROI analyses
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7 Expert ChatGPT Prompts: Developing email marketing campaign calendars
 7 Expert ChatGPT Prompts: Developing email marketing campaign calendars
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6 Innovative ChatGPT Prompts: Generating competitor social media analysis reports
 6 Innovative ChatGPT Prompts: Generating competitor social media analysis reports
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6 Proven ChatGPT Prompts: Conducting social media trend analysis
 6 Proven ChatGPT Prompts: Conducting social media trend analysis
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6 Strategic ChatGPT Prompts: Creating customer engagement reports
 6 Strategic ChatGPT Prompts: Creating customer engagement reports
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6 Strategic ChatGPT Prompts: Developing sales forecasting models
 6 Strategic ChatGPT Prompts: Developing sales forecasting models
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6 Proven ChatGPT Prompts: Generating white papers
 6 Proven ChatGPT Prompts: Generating white papers
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6 Innovative ChatGPT Prompts: Crafting case studies
 6 Innovative ChatGPT Prompts: Crafting case studies
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6 Innovative ChatGPT Prompts: Developing lead nurturing reporting frameworks
 6 Innovative ChatGPT Prompts: Developing lead nurturing reporting frameworks
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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.