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6 Proven ChatGPT Prompts: Creating budget plans
 6 Proven ChatGPT Prompts: Creating budget plans
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6 Strategic ChatGPT Prompts: Creating welcome packets
 6 Strategic ChatGPT Prompts: Creating welcome packets
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6 Innovative ChatGPT Prompts: Writing buyer personas
 6 Innovative ChatGPT Prompts: Writing buyer personas
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6 Expert ChatGPT Prompts: Writing project budgets
 6 Expert ChatGPT Prompts: Writing project budgets
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6 Proven ChatGPT Prompts: Creating custom audience campaigns
 6 Proven ChatGPT Prompts: Creating custom audience campaigns
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6 Proven ChatGPT Prompts: Creating retargeting campaigns
 6 Proven ChatGPT Prompts: Creating retargeting campaigns
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6 Innovative ChatGPT Prompts: Developing property budget reports
 6 Innovative ChatGPT Prompts: Developing property budget reports
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6 Innovative ChatGPT Prompts: Set up project communication plan
 6 Innovative ChatGPT Prompts: Set up project communication plan
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6 Expert ChatGPT Prompts: Develop project budget
 6 Expert ChatGPT Prompts: Develop project budget
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5 Proven ChatGPT Prompts: Develop custom widgets

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6 Strategic ChatGPT Prompts: Build product landing pages
 6 Strategic ChatGPT Prompts: Build product landing pages
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6 Strategic ChatGPT Prompts: Reduce financial stress
 6 Strategic ChatGPT Prompts: Reduce financial stress
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7 Proven ChatGPT Prompts: Help create debt repayment
 7 Proven ChatGPT Prompts: Help create debt repayment
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7 Expert ChatGPT Prompts: Budgeting techniques
 7 Expert ChatGPT Prompts: Budgeting techniques
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7 Expert ChatGPT Prompts: Planning and budgeting
 7 Expert ChatGPT Prompts: Planning and budgeting
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6 Proven ChatGPT Prompts: Manage household bills
 6 Proven ChatGPT Prompts: Manage household bills
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7 Proven ChatGPT Prompts: Budget meal planning
 7 Proven ChatGPT Prompts: Budget meal planning
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6 Proven ChatGPT Prompts: Developing email marketing campaign retargeting strategies
 6 Proven ChatGPT Prompts: Developing email marketing campaign retargeting strategies
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6 Proven ChatGPT Prompts: Writing email newsletter content
 6 Proven ChatGPT Prompts: Writing email newsletter content
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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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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.