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9 Strategic ChatGPT Prompts: Visualizing Internal Linking with ChatGPT
 9 Strategic ChatGPT Prompts: Visualizing Internal Linking with ChatGPT
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6 Advanced ChatGPT Prompts: Conducting competitive analysis
 6 Advanced ChatGPT Prompts: Conducting competitive analysis
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6 Innovative ChatGPT Prompts: Conducting basic financial analysis
 6 Innovative ChatGPT Prompts: Conducting basic financial analysis
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6 Expert ChatGPT Prompts: Creating monthly marketing reports
 6 Expert ChatGPT Prompts: Creating monthly marketing reports
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6 Advanced ChatGPT Prompts: Conducting skills gap analyses
 6 Advanced ChatGPT Prompts: Conducting skills gap analyses
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6 Expert ChatGPT Prompts: Developing recruitment forecasting models
 6 Expert ChatGPT Prompts: Developing recruitment forecasting models
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7 Strategic ChatGPT Prompts: Conducting talent acquisition ROI analysis
 7 Strategic ChatGPT Prompts: Conducting talent acquisition ROI analysis
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6 Proven ChatGPT Prompts: Analyzing employee turnover data
 6 Proven ChatGPT Prompts: Analyzing employee turnover data
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7 Strategic ChatGPT Prompts: Creating HR reports and dashboards
 7 Strategic ChatGPT Prompts: Creating HR reports and dashboards
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7 Innovative ChatGPT Prompts: Creating performance improvement dashboards
 7 Innovative ChatGPT Prompts: Creating performance improvement dashboards
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7 Innovative ChatGPT Prompts: Generating email analytics for trends analysis
 7 Innovative ChatGPT Prompts: Generating email analytics for trends analysis
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6 Advanced ChatGPT Prompts: Track project expenses
 6 Advanced ChatGPT Prompts: Track project expenses
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9 Advanced ChatGPT Prompts: Analyze competition
 9 Advanced ChatGPT Prompts: Analyze competition
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7 Strategic ChatGPT Prompts: Research industry trends
 7 Strategic ChatGPT Prompts: Research industry trends
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5 Strategic ChatGPT Prompts: Conduct SWOT analysis

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7 Strategic ChatGPT Prompts: Research target audience
 7 Strategic ChatGPT Prompts: Research target audience
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6 Advanced ChatGPT Prompts: Analyze cost per acquisition data
 6 Advanced ChatGPT Prompts: Analyze cost per acquisition data
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8 Expert ChatGPT Prompts: Analyze lead generation data
 8 Expert ChatGPT Prompts: Analyze lead generation data
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6 Innovative ChatGPT Prompts: Monitor customer engagement data
 6 Innovative ChatGPT Prompts: Monitor customer engagement data
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6 Expert ChatGPT Prompts: Review customer feedback data
 6 Expert ChatGPT Prompts: Review customer feedback data
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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.