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6 Advanced ChatGPT Prompts: Responding To Comments With AI
 6 Advanced ChatGPT Prompts: Responding To Comments With AI
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6 Proven ChatGPT Prompts: Creating FAQs for Customers
 6 Proven ChatGPT Prompts: Creating FAQs for Customers
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6 Innovative ChatGPT Prompts: Responding To Customer Emails
 6 Innovative ChatGPT Prompts: Responding To Customer Emails
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6 Strategic ChatGPT Prompts: Summarizing Customer Feedback
 6 Strategic ChatGPT Prompts: Summarizing Customer Feedback
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6 Advanced ChatGPT Prompts: Developing Effective Email Campaigns for Lead Nurturing
 6 Advanced ChatGPT Prompts: Developing Effective Email Campaigns for Lead Nurturing
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6 Expert ChatGPT Prompts: Creating Engaging Lead Magnets
 6 Expert ChatGPT Prompts: Creating Engaging Lead Magnets
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6 Expert ChatGPT Prompts: Conducting Webinars for Lead Generation
 6 Expert ChatGPT Prompts: Conducting Webinars for Lead Generation
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6 Strategic ChatGPT Prompts: Developing Referral Marketing Strategies
 6 Strategic ChatGPT Prompts: Developing Referral Marketing Strategies
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6 Advanced ChatGPT Prompts: Conducting Competitor Research for Lead Capture
 6 Advanced ChatGPT Prompts: Conducting Competitor Research for Lead Capture
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6 Innovative ChatGPT Prompts: Conducting Surveys for Lead Generation
 6 Innovative ChatGPT Prompts: Conducting Surveys for Lead Generation
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6 Strategic ChatGPT Prompts: Building Chatbots for E-commerce
 6 Strategic ChatGPT Prompts: Building Chatbots for E-commerce
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6 Expert ChatGPT Prompts: Designing Chatbot User Experience
 6 Expert ChatGPT Prompts: Designing Chatbot User Experience
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6 Strategic ChatGPT Prompts: Implementing Chatbots on Various Channels
 6 Strategic ChatGPT Prompts: Implementing Chatbots on Various Channels
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6 Expert ChatGPT Prompts: Building Chatbots with Natural Language Processing
 6 Expert ChatGPT Prompts: Building Chatbots with Natural Language Processing
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6 Proven ChatGPT Prompts: Chatbot Integration with Marketing Campaigns
 6 Proven ChatGPT Prompts: Chatbot Integration with Marketing Campaigns
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6 Strategic ChatGPT Prompts: Creating Chatbots for Customer Service
 6 Strategic ChatGPT Prompts: Creating Chatbots for Customer Service
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6 Expert ChatGPT Prompts: Testing Chatbot Functionality and Performance
 6 Expert ChatGPT Prompts: Testing Chatbot Functionality and Performance
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6 Expert ChatGPT Prompts: Developing Chatbot Conversation Flows
 6 Expert ChatGPT Prompts: Developing Chatbot Conversation Flows
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6 Proven ChatGPT Prompts: Analyzing Chatbot Engagement and Conversion Metrics
 6 Proven ChatGPT Prompts: Analyzing Chatbot Engagement and Conversion Metrics
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6 Expert ChatGPT Prompts: Customizing Chatbots to Brand Voice and Tone
 6 Expert ChatGPT Prompts: Customizing Chatbots to Brand Voice and Tone
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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.