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6 Proven ChatGPT Prompts: Crafting competitor SWOT analyses
 6 Proven ChatGPT Prompts: Crafting competitor SWOT analyses
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6 Expert ChatGPT Prompts: Developing customer pain point surveys
 6 Expert ChatGPT Prompts: Developing customer pain point surveys
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6 Expert ChatGPT Prompts: Conducting industry trend analysis
 6 Expert ChatGPT Prompts: Conducting industry trend analysis
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6 Proven ChatGPT Prompts: Developing research-based customer engagement strategies
 6 Proven ChatGPT Prompts: Developing research-based customer engagement strategies
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6 Expert ChatGPT Prompts: Conducting market research data analysis
 6 Expert ChatGPT Prompts: Conducting market research data analysis
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6 Proven ChatGPT Prompts: Writing market research reports
 6 Proven ChatGPT Prompts: Writing market research reports
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6 Proven ChatGPT Prompts: Creating customer journey maps
 6 Proven ChatGPT Prompts: Creating customer journey maps
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6 Strategic ChatGPT Prompts: Developing survey questionnaires
 6 Strategic ChatGPT Prompts: Developing survey questionnaires
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6 Strategic ChatGPT Prompts: Crafting focus group discussion guides
 6 Strategic ChatGPT Prompts: Crafting focus group discussion guides
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6 Proven ChatGPT Prompts: Generating customer personas
 6 Proven ChatGPT Prompts: Generating customer personas
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6 Strategic ChatGPT Prompts: Creating customer feedback data visualization dashboards
 6 Strategic ChatGPT Prompts: Creating customer feedback data visualization dashboards
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6 Proven ChatGPT Prompts: Generating voice of the customer analysis reports
 6 Proven ChatGPT Prompts: Generating voice of the customer analysis reports
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6 Innovative ChatGPT Prompts: Crafting customer experience journey maps
 6 Innovative ChatGPT Prompts: Crafting customer experience journey maps
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6 Expert ChatGPT Prompts: Writing customer advocacy program guides
 6 Expert ChatGPT Prompts: Writing customer advocacy program guides
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6 Innovative ChatGPT Prompts: Creating customer feedback forums
 6 Innovative ChatGPT Prompts: Creating customer feedback forums
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6 Proven ChatGPT Prompts: Crafting customer feedback incentives
 6 Proven ChatGPT Prompts: Crafting customer feedback incentives
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6 Proven ChatGPT Prompts: Developing personalized customer feedback action plans
 6 Proven ChatGPT Prompts: Developing personalized customer feedback action plans
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6 Proven ChatGPT Prompts: Generating customer sentiment analysis reports
 6 Proven ChatGPT Prompts: Generating customer sentiment analysis reports
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6 Advanced ChatGPT Prompts: Writing data-driven customer feedback response templates
 6 Advanced ChatGPT Prompts: Writing data-driven customer feedback response templates
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6 Strategic ChatGPT Prompts: Creating customer feedback segmentation strategies
 6 Strategic ChatGPT Prompts: Creating customer feedback segmentation strategies
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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.