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6 Advanced ChatGPT Prompts: Generating customer segmentation reports
 6 Advanced ChatGPT Prompts: Generating customer segmentation reports
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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 Strategic ChatGPT Prompts: Creating sales growth trend reports
 6 Strategic ChatGPT Prompts: Creating sales growth trend 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: Writing competitor analysis reports
 6 Innovative ChatGPT Prompts: Writing competitor analysis reports
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6 Advanced ChatGPT Prompts: Crafting sales conversion rate analysis
 6 Advanced ChatGPT Prompts: Crafting sales conversion rate analysis
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6 Expert ChatGPT Prompts: Developing custom sales KPI dashboards
 6 Expert ChatGPT Prompts: Developing custom sales KPI dashboards
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6 Proven ChatGPT Prompts: Generating lead source reports
 6 Proven ChatGPT Prompts: Generating lead source reports
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6 Expert ChatGPT Prompts: Crafting monthly sales summaries
 6 Expert ChatGPT Prompts: Crafting monthly sales summaries
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6 Advanced ChatGPT Prompts: Creating sales performance reports
 6 Advanced ChatGPT Prompts: Creating sales performance reports
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6 Expert ChatGPT Prompts: Generating sales forecasts
 6 Expert ChatGPT Prompts: Generating sales forecasts
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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: Generating influencer reviews for products
 6 Proven ChatGPT Prompts: Generating influencer reviews for products
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6 Innovative ChatGPT Prompts: Developing interactive product demos
 6 Innovative ChatGPT Prompts: Developing interactive product demos
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6 Advanced ChatGPT Prompts: Crafting product marketing videos
 6 Advanced ChatGPT Prompts: Crafting product marketing videos
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6 Expert ChatGPT Prompts: Developing product roadmap content
 6 Expert ChatGPT Prompts: Developing product roadmap content
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6 Advanced ChatGPT Prompts: Writing product reviews for marketing
 6 Advanced ChatGPT Prompts: Writing product reviews for marketing
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6 Strategic ChatGPT Prompts: Crafting product packaging design
 6 Strategic ChatGPT Prompts: Crafting product packaging design
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6 Innovative ChatGPT Prompts: Developing user personas for products
 6 Innovative ChatGPT Prompts: Developing user personas for products
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6 Expert ChatGPT Prompts: Creating product positioning statements
 6 Expert ChatGPT Prompts: Creating product positioning statements
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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.