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6 Advanced ChatGPT Prompts: Developing churn analysis reports
 6 Advanced ChatGPT Prompts: Developing churn analysis reports
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6 Expert ChatGPT Prompts: Generating customer lifetime value analysis
 6 Expert ChatGPT Prompts: Generating customer lifetime value analysis
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6 Innovative ChatGPT Prompts: Developing customer case studies for products.
 6 Innovative ChatGPT Prompts: Developing customer case studies for products.
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6 Proven ChatGPT Prompts: Writing user-centric product FAQs
 6 Proven ChatGPT Prompts: Writing user-centric product FAQs
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6 Proven ChatGPT Prompts: Crafting referral incentives for customers
 6 Proven ChatGPT Prompts: Crafting referral incentives for customers
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6 Expert ChatGPT Prompts: Improving Product Ratings
 6 Expert ChatGPT Prompts: Improving Product Ratings
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6 Expert ChatGPT Prompts: Increasing Product Reviews
 6 Expert ChatGPT Prompts: Increasing Product Reviews
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11 Advanced ChatGPT Prompts: Target Audience Definition
 11 Advanced ChatGPT Prompts: Target Audience Definition
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21 Strategic ChatGPT Prompts: Mental Models
 21 Strategic ChatGPT Prompts: Mental Models
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26 Advanced ChatGPT Prompts: Psychological Frameworks
 26 Advanced ChatGPT Prompts: Psychological Frameworks
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6 Advanced ChatGPT Prompts: Creating Product Bundling Strategies
 6 Advanced ChatGPT Prompts: Creating Product Bundling Strategies
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6 Proven ChatGPT Prompts: Writing Product Testimonials
 6 Proven ChatGPT Prompts: Writing Product Testimonials
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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 Strategic ChatGPT Prompts: Building Chatbots for E-commerce
 6 Strategic ChatGPT Prompts: Building Chatbots for E-commerce
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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 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 Advanced ChatGPT Prompts: Implementing Chatbots for Website Support
 6 Advanced ChatGPT Prompts: Implementing Chatbots for Website Support
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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.