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Search and store tool for Chat GPT Prompt

Produce beautiful and professional Liz images with Midjourney's image creator.

Personalizing Website User Experience through Machine Learning

Using machine learning algorithms, how can we personalize our website's user experience for increased engagement and conversions?

How to Create a Data-Driven Paid Advertising Campaign with Personalized Messaging

Please create a data-driven paid advertising campaign that targets our ideal customer persona with personalized messaging.

Effective Ways to Communicate Analytic Results Using Data Visualization Tools

How can we use data visualization tools to communicate the results of our analytics work to stakeholders in a clear and understandable way?

Using Data Visualization Techniques to Simplify Complex Data for Clients

How can we use data visualization techniques to present complex data in a way that is easily understandable and actionable for our clients?

15 SMS Marketing Campaign Ideas for Personalized Offers and High Engagement
 15 SMS Marketing Campaign Ideas for Personalized Offers and High Engagement
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Write [number] SMS marketing campaign ideas that provide our client's audience with timely, personalized offers and drive engagement. Context: Target audience — [your target audience here] Client's offers — [your client's offers here] SMS marketing goals — [your SMS marketing goals here] Inspiration: "[SMS campaign inspiration one]" "[SMS campaign inspiration two]" "[SMS ca...

Tips for Personalizing User Experience of Agency's Digital Products
 Tips for Personalizing User Experience of Agency's Digital Products
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Create a list of [number] ideas for personalizing the user experience of our agency's digital products based on user preferences, behavior, and demographics. Context: Target audience — [your target audience here] Current personalization efforts — [describe current personalization efforts here] Desired personalization outcomes — [your desired outcomes here] Inspiration: "[personal...

5 Unique Data Visualization Techniques for Marketing Complex Information
 5 Unique Data Visualization Techniques for Marketing Complex Information
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Brainstorm 5 unique ways to use data visualization in our marketing efforts to convey complex information in an easily digestible format for our target audience. Context: Target audience — [your target audience here] What I do — [your elevator pitch here] Content topics — [your content topics here] Data visualization goals — [your data visualization goals here] Inspiration: "[data visualiza...

Turtle Healer with Magical Tools
 Turtle Healer with Magical Tools
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game design asset, anthropomorphic healer, stylized model, turtle face, carrying a wand, medical kit, necklace, dark neutral background

Lion Warrior with Large Weapon
 Lion Warrior with Large Weapon
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game design asset, anthropomorphic warrior, stylized model, lion face, large weapon, dark neutral background

Generate an Opinion about the Content of a Cold Email Idea
 Generate an Opinion about the Content of a Cold Email Idea
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I need a cold email idea that will use a personalized and targeted approach to engage my [ideal customer persona] and persuade them to take [desired action] with a clear and compelling message.

Using Metrics to Measure the Impact of Email Personalization on Conversion Rates

How can I use metrics to measure the impact of email personalization on conversion rates?

Creating an Effective Email Up-Selling Strategy Using Personalization

What are the most effective ways to use personalization to create a more effective email up-selling strategy?

Best Practices for Using Personalization to Create More Effective Email Referral Programs

What are the best practices for using personalization to create a more effective email referral program?

Creating an Effective Email Cross-Sell Strategy Using Personalization

How can I use personalization to create a more effective email cross-sell strategy?

Using Personalization to Create an Effective Email Win-Back Campaign

How can I use personalization to create a more effective email win-back campaign?

Creating an Effective Email Retention Strategy with Personalization

How can I use personalization to create a more effective email retention strategy?

Using Personalization to Improve Email Campaign Relevance

How can I use personalization to improve the relevance of my email campaigns?

Best Practices for Using Personalization to Improve Email Subscriber Engagement

What are the best practices for using personalization to improve the engagement of my email subscribers?

Creating an Effective Email Nurture Sequence with Personalization

How can I use personalization to create a more effective email nurture sequence?

What are the best practices for using personalization to improve the open rate of my transactional emails?

What are the best practices for using personalization to improve the open rate of my transactional emails?

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.