Create unique digital products with ChatGPT

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Create unique and engaging digital products with ChatGPT, a pre-trained language model by OpenAI for generating high-quality and accurate content.

Generating Ideas to Implement Machine Learning Algorithms for Personalization in Digital Products
 Generating Ideas to Implement Machine Learning Algorithms for Personalization in Digital Products
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Generate [number] ideas for implementing machine learning algorithms in our agency's digital products to enhance personalization, recommendations, or other user-specific features. Context: Target audience — [your target audience here] Current machine learning efforts — [describe current machine learning efforts here] Desired machine learning outcomes — [your desired outcomes here] I...

Boosting User Engagement with Gamification Techniques for Digital Products
 Boosting User Engagement with Gamification Techniques for Digital Products
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Develop [number] ideas for using gamification techniques in our agency's digital products to boost user engagement, satisfaction, and loyalty. Context: Target audience — [your target audience here] Current gamification efforts — [describe current gamification efforts here] Desired gamification outcomes — [your desired outcomes here] Inspiration: "[gamification inspiration one]" ...

Strategies for Incorporating Microinteractions to Improve User Engagement
 Strategies for Incorporating Microinteractions to Improve User Engagement
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Suggest [number] strategies for incorporating microinteractions in our agency's digital products to improve user engagement and provide feedback on user actions. Context: Target audience — [your target audience here] Current microinteraction efforts — [describe current microinteraction efforts here] Desired microinteraction outcomes — [your desired outcomes here] Inspiration: "[m...

Improving Accessibility of Agency's Digital Products for People with Disabilities
 Improving Accessibility of Agency's Digital Products for People with Disabilities
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Provide [number] suggestions for improving the accessibility of our agency's digital products, ensuring they comply with web accessibility standards and are usable by people with disabilities. Context: Target audience — [your target audience here] Current accessibility efforts — [describe current accessibility efforts here] Desired accessibility outcomes — [your desired outcomes here] ...

Top [number] Suggestions for Enhancing Customer Support with Chatbots in Your Agency's Digital Products
 Top [number] Suggestions for Enhancing Customer Support with Chatbots in Your Agency's Digital Products
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Provide [number] suggestions for implementing chatbots or virtual assistants in our agency's digital products to enhance customer support. Context: Target audience — [your target audience here] Current customer support channels — [list current support channels here] Desired chatbot outcomes — [your desired outcomes here] Inspiration: "[chatbot inspiration one]" "[chatbot inspi...

How to Incorporate Accessibility Features into Digital Products for Improved Usability - Tips and Inspiration!
 How to Incorporate Accessibility Features into Digital Products for Improved Usability - Tips and Inspiration!
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Generate [number] ideas for incorporating accessibility features into our agency's digital products to ensure they are usable by a wider audience, including people with disabilities. Context: Target audience — [your target audience here] Current accessibility efforts — [describe current accessibility efforts here] Desired accessibility outcomes — [your desired outcomes here] Inspira...

Improving Search Functionality for Digital Products: [number] Ways to Enhance User Experience
 Improving Search Functionality for Digital Products: [number] Ways to Enhance User Experience
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Propose [number] ways to improve the search functionality within our agency's digital products to enhance user experience and help users find relevant information more easily. Context: Target audience — [your target audience here] Current search functionality — [describe current search functionality here] Desired search improvements — [your desired improvements here] Inspiration: ...

Opinions on API Integration Recommendations for Enhanced Digital Products and Streamlined Processes
 Opinions on API Integration Recommendations for Enhanced Digital Products and Streamlined Processes
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Recommend [number] API integrations to enhance our digital products and streamline internal processes. Context: Target audience — [your target audience here] Current digital products — [list your digital products here] Current integrations — [list your current integrations here] Inspiration: "[API integration inspiration one]" "[API integration inspiration two]" "[API integra...

5 Effective Strategies for Integrating Accessibility Features into Our Agency's Digital Products
 5 Effective Strategies for Integrating Accessibility Features into Our Agency's Digital Products
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Propose 5 strategies for integrating accessibility features into our agency's digital products to ensure they cater to users with different abilities and comply with accessibility standards. Context: Target audience — [your target audience here] Current accessibility efforts — [describe current accessibility efforts here] Desired accessibility outcomes — [your desired outcomes here] ...

Strategies for Conducting Thorough Code Reviews and Quality Assurance Testing
 Strategies for Conducting Thorough Code Reviews and Quality Assurance Testing
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Generate [number] strategies for conducting thorough code reviews and quality assurance testing for our agency's digital products to ensure optimal performance and minimize errors. Context: Target audience — [your target audience here] Current code review and QA process — [describe current code review and QA process here] Desired code review and QA outcomes — [your desired outcomes her...

5 Ways to Effectively Improve Onboarding Process for Digital Products Users
 5 Ways to Effectively Improve Onboarding Process for Digital Products Users
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Suggest 5 ways to improve the onboarding process for new users of our agency's digital products, ensuring they understand how to use the product effectively and efficiently. Context: Target audience — [your target audience here] Current onboarding process — [describe current onboarding process here] Desired onboarding improvements — [your desired improvements here] Inspiration: "...

Effective Strategies for Responsive Navigation System in Digital Products to Improve User Experience
 Effective Strategies for Responsive Navigation System in Digital Products to Improve User Experience
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Propose [number] strategies for implementing a responsive and user-friendly navigation system in our agency's digital products to help users find information quickly and efficiently. Context: Target audience — [your target audience here] Current navigation system — [describe current navigation system here] Desired navigation outcomes — [your desired outcomes here] Inspiration: "[...

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...

Generating Ideas for Utilizing User Behavior Data to Inform Development of Digital Products
 Generating Ideas for Utilizing User Behavior Data to Inform Development of Digital Products
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Generate [number] ideas for utilizing user behavior data to inform the development and improvement of our agency's digital products, ensuring they meet the needs of our target audience. Context: Target audience — [your target audience here] Current data analysis efforts — [describe current data analysis efforts here] Desired data-driven outcomes — [your desired outcomes here] Inspir...

Implementing Dark Mode and Light Mode for Improved Accessibility: [Number] Ideas
 Implementing Dark Mode and Light Mode for Improved Accessibility: [Number] Ideas
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Develop [number] ideas for implementing dark mode and light mode options in our agency's digital products to accommodate user preferences and improve accessibility. Context: Target audience — [your target audience here] Current theme options — [describe current theme options here] Desired theme outcomes — [your desired outcomes here] Inspiration: "[theme inspiration one]" "[th...

Effective Methods for Regular Usability Testing on Agency's Digital Products
 Effective Methods for Regular Usability Testing on Agency's Digital Products
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Propose [number] methods for conducting regular usability tests on our agency's digital products to identify areas of improvement and enhance user experience. Context: Target audience — [your target audience here] Current usability testing process — [describe current usability testing process here] Desired usability testing outcomes — [your desired outcomes here] Inspiration: "[u...

5 Creative Ideas for Using AR/VR in Digital Products to Immerse Your Audience
 5 Creative Ideas for Using AR/VR in Digital Products to Immerse Your Audience
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Create a list of 5 ideas for using augmented reality (AR) or virtual reality (VR) in our agency's digital products to create immersive experiences. Context: Target audience — [your target audience here] Current digital products — [list your digital products here] AR/VR readiness — [describe your AR/VR readiness here] Inspiration: "[AR/VR inspiration one]" "[AR/VR inspiration t...

5 Ways to Implement Machine Learning and AI in Your Digital Products
 5 Ways to Implement Machine Learning and AI in Your Digital Products
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Create a list of 5 ideas for implementing machine learning or AI solutions in our agency's digital products to enhance user experience. Context: Target audience — [your target audience here] Current digital products — [list your digital products here] AI/ML readiness — [describe your AI/ML readiness here] Inspiration: "[AI/ML solution inspiration one]" "[AI/ML solution in...

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.