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6 Strategic ChatGPT Prompts: Creating customer feedback segmentation strategies

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chatgpt customer feedback segmentation

6 Expert ChatGPT Prompts: Crafting customer satisfaction score dashboards

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customer satisfaction chatgpt dashboard

6 Innovative ChatGPT Prompts: Developing customer retention campaigns

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chatgpt customer retention personalized marketing

6 Innovative ChatGPT Prompts: Conducting customer feedback analysis

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chatgpt customer feedback analysis

6 Innovative ChatGPT Prompts: Creating customer complaint response scripts

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customer complaints script generation chatgpt

6 Strategic ChatGPT Prompts: Generating product feedback reports

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customer feedback chatgpt product feedback reports

6 Proven ChatGPT Prompts: Writing customer review responses

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customer review chatgpt response generation

6 Expert ChatGPT Prompts: Crafting feedback request emails

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6 Strategic ChatGPT Prompts: Developing customer satisfaction surveys

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customer satisfaction surveys chatgpt

6 Proven ChatGPT Prompts: Crafting proposal content personalization frameworks

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personalized proposal content stakeholder engagement chatgpt

6 Strategic ChatGPT Prompts: Developing proposal debrief processes

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6 Strategic ChatGPT Prompts: Creating custom proposal scoring systems

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custom proposal scoring system chatgpt data-driven decisions

6 Proven ChatGPT Prompts: Crafting proposal feedback surveys

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6 Strategic ChatGPT Prompts: Developing proposal presentation scripts

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proposal presentation script chatgpt high-quality content

6 Advanced ChatGPT Prompts: Writing proposal win/loss analysis reports

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win/loss analysis proposal chatgpt

6 Proven ChatGPT Prompts: Generating team collaboration workflows

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team collaboration project management chatgpt

6 Proven ChatGPT Prompts: Crafting proposal content calendars

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proposal content content calendar chatgpt

6 Strategic ChatGPT Prompts: Developing competitive analysis reports

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competitive analysis decision-making chatgpt

6 Expert ChatGPT Prompts: Writing proposal compliance matrices

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proposal compliance chatgpt rfp

6 Expert ChatGPT Prompts: Developing proposal template libraries

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proposal templates chatgpt natural language processing

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.

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.”

![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.

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.