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7 Advanced ChatGPT Prompts: Send project completion email

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6 Expert ChatGPT Prompts: Send client survey

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8 Proven ChatGPT Prompts: Send thank you email to client

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chatgpt thank you emails personalized

6 Expert ChatGPT Prompts: Providing personalized product advice and recommendations

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6 Strategic ChatGPT Prompts: Providing product recommendations

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personalized product recommendations user experience sales

6 Advanced ChatGPT Prompts: Resolving order issues

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order issues chatgpt personalized solutions

6 Advanced ChatGPT Prompts: Generating Cold Email Copies

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cold emails personalized persuasive

6 Proven ChatGPT Prompts: Managing event feedback

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6 Innovative ChatGPT Prompts: Handling public speaking anxiety

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chatgpt public speaking anxiety personalized support

7 Advanced ChatGPT Prompts: Providing engagement training

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6 Proven ChatGPT Prompts: Providing executive coaching

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chatgpt executive coaching personalized feedback

6 Innovative ChatGPT Prompts: Conducting wellness assessments

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chatgpt wellness assessments personalized health

6 Proven ChatGPT Prompts: Providing wellness resources

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chatgpt wellness personalized advice

6 Innovative ChatGPT Prompts: Creating career development plans

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chatgpt career development personalized recommendations

6 Advanced ChatGPT Prompts: Ensuring compliance with localization regulations

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chatgpt compliance localization regulations

6 Innovative ChatGPT Prompts: Developing localization training

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chatgpt localization training language model

6 Innovative ChatGPT Prompts: Conducting localization assessments

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localization assessments product adaptation

6 Proven ChatGPT Prompts: Handling localization project management

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chatgpt project management localization

6 Proven ChatGPT Prompts: Identifying localization opportunities

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chatgpt localization language model

6 Proven ChatGPT Prompts: Handling web user feedback

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web user feedback chatgpt personalized responses

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.