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6 Proven ChatGPT Prompts: Generating out-of-office responses
 6 Proven ChatGPT Prompts: Generating out-of-office responses
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6 Innovative ChatGPT Prompts: Developing email signature templates
 6 Innovative ChatGPT Prompts: Developing email signature templates
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6 Proven ChatGPT Prompts: Crafting email response templates
 6 Proven ChatGPT Prompts: Crafting email response templates
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6 Strategic ChatGPT Prompts: Generating social media advertising ROI reports
 6 Strategic ChatGPT Prompts: Generating social media advertising ROI reports
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6 Proven ChatGPT Prompts: Writing social media brand reputation analysis reports
 6 Proven ChatGPT Prompts: Writing social media brand reputation analysis reports
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6 Innovative ChatGPT Prompts: Developing social media contest rules
 6 Innovative ChatGPT Prompts: Developing social media contest rules
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6 Advanced ChatGPT Prompts: Crafting social media influencer contracts
 6 Advanced ChatGPT Prompts: Crafting social media influencer contracts
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6 Proven ChatGPT Prompts: Developing custom social media style guides
 6 Proven ChatGPT Prompts: Developing custom social media style guides
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6 Expert ChatGPT Prompts: Crafting social media messaging frameworks
 6 Expert ChatGPT Prompts: Crafting social media messaging frameworks
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6 Proven ChatGPT Prompts: Generating user-generated content campaigns
 6 Proven ChatGPT Prompts: Generating user-generated content campaigns
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6 Innovative ChatGPT Prompts: Writing data-driven social media captions
 6 Innovative ChatGPT Prompts: Writing data-driven social media captions
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6 Innovative ChatGPT Prompts: Crafting social media crisis management plans
 6 Innovative ChatGPT Prompts: Crafting social media crisis management plans
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6 Expert ChatGPT Prompts: Developing social media growth hacking strategies
 6 Expert ChatGPT Prompts: Developing social media growth hacking strategies
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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: Generating brand voice guidelines
 6 Strategic ChatGPT Prompts: Generating brand voice guidelines
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6 Proven ChatGPT Prompts: Crafting influencer outreach emails
 6 Proven ChatGPT Prompts: Crafting influencer outreach emails
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6 Expert ChatGPT Prompts: Developing social media ad campaigns
 6 Expert ChatGPT Prompts: Developing social media ad campaigns
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6 Strategic ChatGPT Prompts: Writing social media content calendars
 6 Strategic ChatGPT Prompts: Writing social media content calendars
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6 Expert ChatGPT Prompts: Crafting custom CRM integrations
 6 Expert ChatGPT Prompts: Crafting custom CRM integrations
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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.