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7 Innovative ChatGPT Prompts: Developing incentive program employee surveys
 7 Innovative ChatGPT Prompts: Developing incentive program employee surveys
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7 Expert ChatGPT Prompts: Creating incentive program reward catalogs
 7 Expert ChatGPT Prompts: Creating incentive program reward catalogs
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7 Innovative ChatGPT Prompts: Crafting custom incentive program dashboards
 7 Innovative ChatGPT Prompts: Crafting custom incentive program dashboards
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7 Strategic ChatGPT Prompts: Developing incentive program gamification strategies
 7 Strategic ChatGPT Prompts: Developing incentive program gamification strategies
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7 Expert ChatGPT Prompts: Conducting incentive program ROI analyses
 7 Expert ChatGPT Prompts: Conducting incentive program ROI analyses
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6 Proven ChatGPT Prompts: Generating employee incentive programs
 6 Proven ChatGPT Prompts: Generating employee incentive programs
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7 Expert ChatGPT Prompts: Crafting upsell/cross-sell incentive programs
 7 Expert ChatGPT Prompts: Crafting upsell/cross-sell incentive programs
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6 Advanced ChatGPT Prompts: Creating customer loyalty programs
 6 Advanced ChatGPT Prompts: Creating customer loyalty programs
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7 Proven ChatGPT Prompts: Developing referral incentive programs
 7 Proven ChatGPT Prompts: Developing referral incentive programs
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Creating a Value Ladder for Business Products Using ChatGPT Mega-Prompt
 Creating a Value Ladder for Business Products Using ChatGPT Mega-Prompt
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7 Expert ChatGPT Prompts: Developing partner education and training programs
 7 Expert ChatGPT Prompts: Developing partner education and training programs
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6 Strategic ChatGPT Prompts: Creating customized partner loyalty programs
 6 Strategic ChatGPT Prompts: Creating customized partner loyalty programs
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6 Advanced ChatGPT Prompts: Creating cross-promotion marketing campaigns
 6 Advanced ChatGPT Prompts: Creating cross-promotion marketing campaigns
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7 Advanced ChatGPT Prompts: Generating custom partner onboarding plans
 7 Advanced ChatGPT Prompts: Generating custom partner onboarding plans
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7 Strategic ChatGPT Prompts: Generating partnership performance reports
 7 Strategic ChatGPT Prompts: Generating partnership performance reports
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7 Proven ChatGPT Prompts: Developing partnership proposals
 7 Proven ChatGPT Prompts: Developing partnership proposals
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7 Expert ChatGPT Prompts: Creating triggered email marketing campaigns
 7 Expert ChatGPT Prompts: Creating triggered email marketing campaigns
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5 Advanced ChatGPT Prompts: Crafting email marketing campaign KPI dashboards

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6 Expert ChatGPT Prompts: Creating email archiving policies
 6 Expert ChatGPT Prompts: Creating email archiving policies
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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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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.