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6 Innovative ChatGPT Prompts: Writing client win-back scripts
 6 Innovative ChatGPT Prompts: Writing client win-back scripts
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6 Proven ChatGPT Prompts: Writing goodbye letters
 6 Proven ChatGPT Prompts: Writing goodbye letters
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6 Expert ChatGPT Prompts: Crafting open house invitations
 6 Expert ChatGPT Prompts: Crafting open house invitations
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6 Advanced ChatGPT Prompts: Creating win-back campaigns
 6 Advanced ChatGPT Prompts: Creating win-back campaigns
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6 Advanced ChatGPT Prompts: Crafting lookalike audience campaigns
 6 Advanced ChatGPT Prompts: Crafting lookalike audience campaigns
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6 Proven ChatGPT Prompts: Writing lead follow-up emails
 6 Proven ChatGPT Prompts: Writing lead follow-up emails
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6 Strategic ChatGPT Prompts: Qualifying leads
 6 Strategic ChatGPT Prompts: Qualifying leads
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6 Innovative ChatGPT Prompts: Developing LinkedIn outreach templates
 6 Innovative ChatGPT Prompts: Developing LinkedIn outreach templates
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6 Expert ChatGPT Prompts: Developing remarketing strategy plans
 6 Expert ChatGPT Prompts: Developing remarketing strategy plans
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6 Proven ChatGPT Prompts: Creating tenant retention strategies
 6 Proven ChatGPT Prompts: Creating tenant retention strategies
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6 Expert ChatGPT Prompts: Creating lease renewal offers
 6 Expert ChatGPT Prompts: Creating lease renewal offers
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6 Innovative ChatGPT Prompts: Creating tenant lease renewal offers
 6 Innovative ChatGPT Prompts: Creating tenant lease renewal offers
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7 Strategic ChatGPT Prompts: Create website cookie consent banner
 7 Strategic ChatGPT Prompts: Create website cookie consent banner
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7 Proven ChatGPT Prompts: Develop product recommendation system
 7 Proven ChatGPT Prompts: Develop product recommendation system
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7 Expert ChatGPT Prompts: Create abandoned cart recovery plan
 7 Expert ChatGPT Prompts: Create abandoned cart recovery plan
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7 Expert ChatGPT Prompts: Recommend networking
 7 Expert ChatGPT Prompts: Recommend networking
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7 Strategic ChatGPT Prompts: Provide career advice
 7 Strategic ChatGPT Prompts: Provide career advice
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7 Strategic ChatGPT Prompts: Suggest development courses
 7 Strategic ChatGPT Prompts: Suggest development courses
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6 Innovative ChatGPT Prompts: Credit score tips
 6 Innovative ChatGPT Prompts: Credit score tips
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6 Strategic ChatGPT Prompts: Reduce financial stress
 6 Strategic ChatGPT Prompts: Reduce financial stress
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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.