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8 Strategic ChatGPT Prompts: Writing terms of service agreements
 8 Strategic ChatGPT Prompts: Writing terms of service agreements
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6 Expert ChatGPT Prompts: Writing cease and desist letters
 6 Expert ChatGPT Prompts: Writing cease and desist letters
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7 Advanced ChatGPT Prompts: Creating privacy policies
 7 Advanced ChatGPT Prompts: Creating privacy policies
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6 Strategic ChatGPT Prompts: Translating website content
 6 Strategic ChatGPT Prompts: Translating website content
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6 Advanced ChatGPT Prompts: Translating product descriptions
 6 Advanced ChatGPT Prompts: Translating product descriptions
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6 Proven ChatGPT Prompts: Writing multilingual customer support responses
 6 Proven ChatGPT Prompts: Writing multilingual customer support responses
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6 Innovative ChatGPT Prompts: Generating multilingual social media posts
 6 Innovative ChatGPT Prompts: Generating multilingual social media posts
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6 Innovative ChatGPT Prompts: Generating topic ideas for articles
 6 Innovative ChatGPT Prompts: Generating topic ideas for articles
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6 Expert ChatGPT Prompts: Crafting press releases
 6 Expert ChatGPT Prompts: Crafting press releases
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6 Proven ChatGPT Prompts: Creating marketing copy for social media
 6 Proven ChatGPT Prompts: Creating marketing copy for social media
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7 Expert ChatGPT Prompts: Generating content for blog posts
 7 Expert ChatGPT Prompts: Generating content for blog posts
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6 Strategic ChatGPT Prompts: Crafting blog post headlines
 6 Strategic ChatGPT Prompts: Crafting blog post headlines
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6 Strategic ChatGPT Prompts: Generating email content ideas
 6 Strategic ChatGPT Prompts: Generating email content ideas
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5 Innovative ChatGPT Prompts: Writing white papers

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5 Proven ChatGPT Prompts: Sending personalized greeting cards

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6 Strategic ChatGPT Prompts: Creating gift suggestions
 6 Strategic ChatGPT Prompts: Creating gift suggestions
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6 Proven ChatGPT Prompts: Providing travel insurance options
 6 Proven ChatGPT Prompts: Providing travel insurance options
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6 Expert ChatGPT Prompts: Writing destination guides
 6 Expert ChatGPT Prompts: Writing destination guides
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6 Innovative ChatGPT Prompts: Writing hotel reviews
 6 Innovative ChatGPT Prompts: Writing hotel reviews
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6 Innovative ChatGPT Prompts: Generating event invitation content
 6 Innovative ChatGPT Prompts: Generating event invitation content
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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.