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8 Advanced ChatGPT Prompts: Create project plan
 8 Advanced ChatGPT Prompts: Create project plan
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7 Strategic ChatGPT Prompts: Create project change request
 7 Strategic ChatGPT Prompts: Create project change request
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6 Expert ChatGPT Prompts: Update project schedule
 6 Expert ChatGPT Prompts: Update project schedule
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7 Advanced ChatGPT Prompts: Review project milestones
 7 Advanced ChatGPT Prompts: Review project milestones
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7 Proven ChatGPT Prompts: Develop project timeline
 7 Proven ChatGPT Prompts: Develop project timeline
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7 Expert ChatGPT Prompts: Review project schedule
 7 Expert ChatGPT Prompts: Review project schedule
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6 Strategic ChatGPT Prompts: Review project scope
 6 Strategic ChatGPT Prompts: Review project scope
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7 Innovative ChatGPT Prompts: Create project Gantt chart
 7 Innovative ChatGPT Prompts: Create project Gantt chart
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6 Advanced ChatGPT Prompts: Track project expenses
 6 Advanced ChatGPT Prompts: Track project expenses
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<div data-block-id="a7be68aa-e2a9-4f58-8426-549675a51e67" 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%...

7 Advanced ChatGPT Prompts: Review project assumptions
 7 Advanced ChatGPT Prompts: Review project assumptions
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7 Proven ChatGPT Prompts: Update project documentation
 7 Proven ChatGPT Prompts: Update project documentation
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7 Proven ChatGPT Prompts: Monitor project progress
 7 Proven ChatGPT Prompts: Monitor project progress
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<div data-block-id="b063ab6d-2eaf-4674-a4df-7815934c031f" 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%...

7 Expert ChatGPT Prompts: Conduct project kick-off call
 7 Expert ChatGPT Prompts: Conduct project kick-off call
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7 Proven ChatGPT Prompts: Follow up on referral
 7 Proven ChatGPT Prompts: Follow up on referral
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7 Proven ChatGPT Prompts: Create upsell strategy
 7 Proven ChatGPT Prompts: Create upsell strategy
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<div data-block-id="52787aa6-7c74-4435-b4c7-92dfae08506b" 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%...

7 Expert ChatGPT Prompts: Conduct focus group
 7 Expert ChatGPT Prompts: Conduct focus group
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7 Advanced ChatGPT Prompts: Develop new revenue stream
 7 Advanced ChatGPT Prompts: Develop new revenue stream
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7 Advanced ChatGPT Prompts: Follow up with potential client
 7 Advanced ChatGPT Prompts: Follow up with potential client
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7 Advanced ChatGPT Prompts: Review sales pipeline
 7 Advanced ChatGPT Prompts: Review sales pipeline
Preview

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8 Advanced ChatGPT Prompts: Develop marketing collateral
 8 Advanced ChatGPT Prompts: Develop marketing collateral
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<div data-block-id="f778153f-5136-43db-bad7-410dad5a8fa7" 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%...

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.