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6 Innovative ChatGPT Prompts: Writing Benefit-Driven Sales Copy
 6 Innovative ChatGPT Prompts: Writing Benefit-Driven Sales Copy
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6 Strategic ChatGPT Prompts: Writing Long-Form Sales Copy
 6 Strategic ChatGPT Prompts: Writing Long-Form Sales Copy
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6 Strategic ChatGPT Prompts: Getting Ideas For Headlines
 6 Strategic ChatGPT Prompts: Getting Ideas For Headlines
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6 Expert ChatGPT Prompts: Translating Ad Copy
 6 Expert ChatGPT Prompts: Translating Ad Copy
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5 Expert ChatGPT Prompts: Write Professional Articles with ChatGPT
 5 Expert ChatGPT Prompts: Write Professional Articles with ChatGPT
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<div data-block-id="8c3792b1-6e86-4971-b374-f8c9a2d28dc1" 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 Proven ChatGPT Prompts: Creating Product Comparison Charts
 6 Proven ChatGPT Prompts: Creating Product Comparison Charts
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6 Innovative ChatGPT Prompts: Optimizing CTA's
 6 Innovative ChatGPT Prompts: Optimizing CTA's
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6 Proven ChatGPT Prompts: Creating Visual Ideas For Website
 6 Proven ChatGPT Prompts: Creating Visual Ideas For Website
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<div data-block-id="0e385770-ee6d-490a-b3ca-7e06a5eaf5bb" 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 Innovative ChatGPT Prompts: Crafting Irresistible Offers
 6 Innovative ChatGPT Prompts: Crafting Irresistible Offers
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<div data-block-id="63b495a3-41b2-4400-9696-37bdc36b2034" 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: Writing Product Descriptions
 6 Advanced ChatGPT Prompts: Writing Product Descriptions
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<div data-block-id="a47dc628-0fed-4f27-982d-9ddeaaddf088" 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 Expert ChatGPT Prompts: Translating Website Copy
 6 Expert ChatGPT Prompts: Translating Website Copy
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<div data-block-id="01d8fec6-9019-4d39-b9f4-118cb0033d47" 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 Strategic ChatGPT Prompts: Implementing Cross-selling Strategies
 6 Strategic ChatGPT Prompts: Implementing Cross-selling Strategies
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<div data-block-id="c9aa504c-4f97-4f4e-923e-52ec11d818b5" 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 Proven ChatGPT Prompts: Writing Product Testimonials
 6 Proven ChatGPT Prompts: Writing Product Testimonials
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6 Expert ChatGPT Prompts: Implementing Upselling Strategies
 6 Expert ChatGPT Prompts: Implementing Upselling Strategies
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6 Expert ChatGPT Prompts: Writing Product Reviews
 6 Expert ChatGPT Prompts:  Writing Product Reviews
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6 Proven ChatGPT Prompts: Writing 100 Product Descriptions In Seconds
 6 Proven ChatGPT Prompts: Writing 100 Product Descriptions In Seconds
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6 Strategic ChatGPT Prompts: Generating Product Comparison Infographics
 6 Strategic ChatGPT Prompts: Generating Product Comparison Infographics
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<div data-block-id="a224ceb9-f92e-469d-b282-fb892658a3b0" 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: Finding Product Benefits For Landing Page
 6 Advanced ChatGPT Prompts: Finding Product Benefits For Landing Page
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<div data-block-id="13751a09-4c2e-4bd6-b1ab-3515b38169cf" 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 Innovative ChatGPT Prompts: Creating Product Advice Content
 6 Innovative ChatGPT Prompts: Creating Product Advice Content
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<div data-block-id="06d88340-0a45-46e0-bc32-8c9431a0e175" 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 Innovative ChatGPT Prompts: Generating Product Feedback Surveys
 6 Innovative ChatGPT Prompts: Generating Product Feedback Surveys
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<div data-block-id="2120d3a2-8517-454e-971b-6e304f998038" 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.