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6 Expert ChatGPT Prompts: Writing performance reviews
 6 Expert ChatGPT Prompts: Writing performance reviews
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6 Advanced ChatGPT Prompts: Creating win-back campaigns
 6 Advanced ChatGPT Prompts: Creating win-back campaigns
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7 Innovative ChatGPT Prompts: Writing tenant performance reviews
 7 Innovative ChatGPT Prompts: Writing tenant performance reviews
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5 Innovative ChatGPT Prompts: Create website backlinks

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7 Expert ChatGPT Prompts: Feedback on projects
 7 Expert ChatGPT Prompts: Feedback on projects
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7 Strategic ChatGPT Prompts: Provide feedback on style
 7 Strategic ChatGPT Prompts: Provide feedback on style
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5 Advanced ChatGPT Prompts: Provide educational feedback

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7 Strategic ChatGPT Prompts: Generating incentive program customer feedback loops
 7 Strategic ChatGPT Prompts: Generating incentive program customer feedback loops
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6 Proven ChatGPT Prompts: Creating social media listening dashboards
 6 Proven ChatGPT Prompts: Creating social media listening dashboards
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6 Expert ChatGPT Prompts: Creating re-engagement surveys for win-backs
 6 Expert ChatGPT Prompts: Creating re-engagement surveys for win-backs
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6 Advanced ChatGPT Prompts: Crafting multi-step win-back campaigns
 6 Advanced ChatGPT Prompts: Crafting multi-step win-back campaigns
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11 Strategic ChatGPT Prompts: Your Free Sales Advisor
 11 Strategic ChatGPT Prompts: Your Free Sales Advisor
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6 Proven ChatGPT Prompts: Creating win-back email campaigns
 6 Proven ChatGPT Prompts: Creating win-back email campaigns
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6 Strategic ChatGPT Prompts: Creating customer feedback data visualization dashboards
 6 Strategic ChatGPT Prompts: Creating customer feedback data visualization dashboards
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6 Proven ChatGPT Prompts: Developing customer feedback data integration systems
 6 Proven ChatGPT Prompts: Developing customer feedback data integration systems
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6 Innovative ChatGPT Prompts: Creating customer feedback forums
 6 Innovative ChatGPT Prompts: Creating customer feedback forums
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6 Proven ChatGPT Prompts: Crafting customer feedback incentives
 6 Proven ChatGPT Prompts: Crafting customer feedback incentives
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6 Proven ChatGPT Prompts: Developing personalized customer feedback action plans
 6 Proven ChatGPT Prompts: Developing personalized customer feedback action plans
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6 Advanced ChatGPT Prompts: Writing data-driven customer feedback response templates
 6 Advanced ChatGPT Prompts: Writing data-driven customer feedback response templates
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6 Strategic ChatGPT Prompts: Creating customer feedback segmentation strategies
 6 Strategic ChatGPT Prompts: Creating customer feedback segmentation strategies
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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.