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6 Advanced ChatGPT Prompts: Creating personalized shopping lists
 6 Advanced ChatGPT Prompts: Creating personalized shopping lists
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Phone Photography
 Phone Photography
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91 Advanced Prompts: Corporate Illustrations
 91 Advanced Prompts: Corporate Illustrations
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6 Advanced ChatGPT Prompts: Writing symptom checklists
 6 Advanced ChatGPT Prompts: Writing symptom checklists
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6 Strategic ChatGPT Prompts: Creating packing checklists
 6 Strategic ChatGPT Prompts: Creating packing checklists
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6 Proven ChatGPT Prompts: Posting job listings on job sites
 6 Proven ChatGPT Prompts: Posting job listings on job sites
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<div data-block-id="3a599d86-4f82-4fa1-91f5-39fef5c7cec5" class="notion-selectable notion-sub_sub_header-block" style="width: 100%; max-width: 1164px; margin-top: 1em; margin-bottom: 1px;"><div style="display: flex; width: 100%; color: inherit; fill: inherit;"><h4 spellcheck="true" placeholder="Heading 3" data-content-editable-leaf="true" contenteditable="false" style="max-width: 100%; width: 100%...

6 Advanced ChatGPT Prompts: Creating Spotify playlist suggestions
 6 Advanced ChatGPT Prompts: Creating Spotify playlist suggestions
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5 Advanced ChatGPT Prompts: Generating daily to-do lists

<div data-block-id="279d8820-660f-4111-9016-5815177b3422" class="notion-selectable notion-sub_sub_header-block" style="width: 100%; max-width: 1164px; margin-top: 1em; margin-bottom: 1px;"><div style="display: flex; width: 100%; color: inherit; fill: inherit;"><h4 spellcheck="true" placeholder="Heading 3" data-content-editable-leaf="true" contenteditable="false" style="max-width: 100%; width: 100%...

194 Proven ChatGPT Prompts: Email Marketing Prompts : Strategies, Optimization, and Best Practices

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7 Proven ChatGPT Prompts: Managing task lists
 7 Proven ChatGPT Prompts: Managing task lists
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6 Strategic ChatGPT Prompts: Creating to-do lists
 6 Strategic ChatGPT Prompts: Creating to-do lists
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7 Expert ChatGPT Prompts: Developing move-in checklists
 7 Expert ChatGPT Prompts: Developing move-in checklists
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7 Proven ChatGPT Prompts: Creating move-out checklists
 7 Proven ChatGPT Prompts: Creating move-out checklists
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6 Strategic ChatGPT Prompts: Developing property turnover checklists
 6 Strategic ChatGPT Prompts: Developing property turnover checklists
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7 Proven ChatGPT Prompts: Writing property inspection checklists
 7 Proven ChatGPT Prompts: Writing property inspection checklists
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6 Innovative ChatGPT Prompts: Develop website usability checklist
 6 Innovative ChatGPT Prompts: Develop website usability checklist
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6 Expert ChatGPT Prompts: Generate a grocery list
 6 Expert ChatGPT Prompts: Generate a grocery list
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6 Innovative ChatGPT Prompts: Create shopping list
 6 Innovative ChatGPT Prompts: Create shopping list
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<div data-block-id="05b1f573-8241-4285-a381-64e49da2de8f" class="notion-selectable notion-sub_sub_header-block" style="width: 100%; max-width: 1398px; margin-top: 1em; margin-bottom: 1px;"><div style="display: flex; width: 100%; color: inherit; fill: inherit;"><h4 spellcheck="true" placeholder="Heading 3" data-content-editable-leaf="true" contenteditable="false" style="max-width: 100%; width: 100%...

6 Advanced ChatGPT Prompts: Generating onboarding checklists
 6 Advanced ChatGPT Prompts: Generating onboarding checklists
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6 Strategic ChatGPT Prompts: Generating proposal review checklists
 6 Strategic ChatGPT Prompts: Generating proposal review checklists
Preview

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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.