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7 Strategic ChatGPT Prompts: Developing incentive program VIP tiers
 7 Strategic ChatGPT Prompts: Developing incentive program VIP tiers
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7 Innovative ChatGPT Prompts: Generating incentive program gift card programs
 7 Innovative ChatGPT Prompts: Generating incentive program gift card programs
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7 Proven ChatGPT Prompts: Crafting incentive program performance tracking systems
 7 Proven ChatGPT Prompts: Crafting incentive program performance tracking systems
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7 Expert ChatGPT Prompts: Developing incentive program discount structures
 7 Expert ChatGPT Prompts: Developing incentive program discount structures
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7 Innovative ChatGPT Prompts: Writing incentive program personalized messaging frameworks
 7 Innovative ChatGPT Prompts: Writing incentive program personalized messaging frameworks
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7 Strategic ChatGPT Prompts: Creating incentive program loyalty point systems
 7 Strategic ChatGPT Prompts: Creating incentive program loyalty point systems
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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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5 Innovative ChatGPT Prompts: Crafting incentive program referral bonus structures

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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 Expert ChatGPT Prompts: Writing incentive program data integration workflows
 7 Expert ChatGPT Prompts: Writing incentive program data integration workflows
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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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7 Advanced ChatGPT Prompts: Writing partner commission structures
 7 Advanced ChatGPT Prompts: Writing partner commission structures
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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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16 Advanced ChatGPT Prompts: Skyrocket Your Sales with ChatGPT

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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.