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6 Strategic ChatGPT Prompts: Launching Referral Contests
 6 Strategic ChatGPT Prompts: Launching Referral Contests
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6 Innovative ChatGPT Prompts: Managing Affiliate Relationships
 6 Innovative ChatGPT Prompts: Managing Affiliate Relationships
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6 Expert ChatGPT Prompts: Negotiating Commission Rates
 6 Expert ChatGPT Prompts: Negotiating Commission Rates
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6 Advanced ChatGPT Prompts: Providing Performance Reports
 6 Advanced ChatGPT Prompts: Providing Performance Reports
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6 Proven ChatGPT Prompts: Developing New Offers
 6 Proven ChatGPT Prompts: Developing New Offers
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6 Strategic ChatGPT Prompts: Creating Incentive Programs
 6 Strategic ChatGPT Prompts: Creating Incentive Programs
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6 Expert ChatGPT Prompts: Hosting Webinars for Affiliates
 6 Expert ChatGPT Prompts: Hosting Webinars for Affiliates
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6 Innovative ChatGPT Prompts: Analyzing Performance Metrics
 6 Innovative ChatGPT Prompts: Analyzing Performance Metrics
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6 Innovative ChatGPT Prompts: Finding New Affiliates
 6 Innovative ChatGPT Prompts: Finding New Affiliates
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6 Advanced ChatGPT Prompts: Identifying High-Performing Affiliates
 6 Advanced ChatGPT Prompts: Identifying High-Performing Affiliates
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6 Strategic ChatGPT Prompts: Monitoring Compliance
 6 Strategic ChatGPT Prompts: Monitoring Compliance
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6 Innovative ChatGPT Prompts: Optimizing for Conversions
 6 Innovative ChatGPT Prompts: Optimizing for Conversions
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6 Strategic ChatGPT Prompts: Generating LinkedIn Ads targeting ideas
 6 Strategic ChatGPT Prompts: Generating LinkedIn Ads targeting ideas
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6 Innovative ChatGPT Prompts: Generating Instagram Ads targeting ideas
 6 Innovative ChatGPT Prompts: Generating Instagram Ads targeting ideas
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6 Innovative ChatGPT Prompts: Generating Pinterest Ads targeting ideas
 6 Innovative ChatGPT Prompts: Generating Pinterest Ads targeting ideas
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6 Strategic ChatGPT Prompts: Generating Twitter Ads targeting ideas
 6 Strategic ChatGPT Prompts: Generating Twitter Ads targeting ideas
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6 Strategic ChatGPT Prompts: Analyzing Ad Performance
 6 Strategic ChatGPT Prompts: Analyzing Ad Performance
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6 Innovative ChatGPT Prompts: Generating Ad Copy Ideas
 6 Innovative ChatGPT Prompts: Generating Ad Copy Ideas
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6 Proven ChatGPT Prompts: Generating Google Ads Keywords
 6 Proven ChatGPT Prompts: Generating Google Ads Keywords
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6 Strategic ChatGPT Prompts: Drafting Press Releases for Maximum Impact
 6 Strategic ChatGPT Prompts: Drafting Press Releases for Maximum Impact
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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.