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6 Strategic ChatGPT Prompts: Identifying upsell opportunities
 6 Strategic ChatGPT Prompts: Identifying upsell opportunities
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6 Proven ChatGPT Prompts: Creating treatment plan suggestions
 6 Proven ChatGPT Prompts: Creating treatment plan suggestions
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6 Strategic ChatGPT Prompts: Creating event registration forms
 6 Strategic ChatGPT Prompts: Creating event registration forms
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6 Proven ChatGPT Prompts: Writing release notes
 6 Proven ChatGPT Prompts: Writing release notes
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6 Innovative ChatGPT Prompts: Creating Pinterest boards ideas
 6 Innovative ChatGPT Prompts: Creating Pinterest boards ideas
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6 Expert ChatGPT Prompts: Providing company policy information
 6 Expert ChatGPT Prompts: Providing company policy information
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6 Advanced ChatGPT Prompts: Creating sales presentation decks
 6 Advanced ChatGPT Prompts: Creating sales presentation decks
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6 Strategic ChatGPT Prompts: Assisting with product demos
 6 Strategic ChatGPT Prompts: Assisting with product demos
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6 Strategic ChatGPT Prompts: Creating HR metrics
 6 Strategic ChatGPT Prompts: Creating HR metrics
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8 Proven ChatGPT Prompts: Generating support articles
 8 Proven ChatGPT Prompts: Generating support articles
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6 Expert ChatGPT Prompts: Providing customer insights through chat
 6 Expert ChatGPT Prompts: Providing customer insights through chat
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6 Innovative ChatGPT Prompts: Offering payment and billing support over the phone
 6 Innovative ChatGPT Prompts: Offering payment and billing support over the phone
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6 Advanced ChatGPT Prompts: Providing customer feedback surveys over the phone
 6 Advanced ChatGPT Prompts: Providing customer feedback surveys over the phone
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4 Expert ChatGPT Prompts: Generating product descriptions
 4 Expert ChatGPT Prompts: Generating product descriptions
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6 Strategic ChatGPT Prompts: Handling order payment issues
 6 Strategic ChatGPT Prompts: Handling order payment issues
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6 Expert ChatGPT Prompts: Crafting taglines
 6 Expert ChatGPT Prompts: Crafting taglines
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7 Strategic ChatGPT Prompts: Create project lessons learned report
 7 Strategic ChatGPT Prompts: Create project lessons learned report
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7 Strategic ChatGPT Prompts: Develop project procurement plan.
 7 Strategic ChatGPT Prompts: Develop project procurement plan.
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6 Innovative ChatGPT Prompts: Develop website usability checklist
 6 Innovative ChatGPT Prompts: Develop website usability checklist
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6 Advanced ChatGPT Prompts: Create website tagline
 6 Advanced ChatGPT Prompts: Create website tagline
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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.