Create unique Al with ChatGPT

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Create unique and high-quality Al with ChatGPT, a state-of-the-art pre-trained language model powered by OpenAI that can generate accurate and engaging content about artificial intelligence and related topics.

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...

Enhancing User Experience with Real-Time Data and Analytics: [number] Ideas
 Enhancing User Experience with Real-Time Data and Analytics: [number] Ideas
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Provide [number] ideas for using real-time data and analytics to enhance the user experience within our agency's digital products. Context: Target audience — [your target audience here] Current data usage — [describe current data usage here] Desired real-time data outcomes — [your desired outcomes here] Inspiration: "[real-time data inspiration one]" "[real-time data inspirati...

5 Strategies for Implementing a Robust Backend Infrastructure for Digital Products
 5 Strategies for Implementing a Robust Backend Infrastructure for Digital Products
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Suggest 5 strategies for implementing a robust backend infrastructure for our agency's digital products to ensure scalability, high availability, and optimal performance. Context: Target audience — [your target audience here] Current backend infrastructure — [describe current backend infrastructure here] Desired infrastructure outcomes — [your desired outcomes here] Inspiration: ...

Effective Ways to Incorporate User Feedback in Digital Product Development for Continuous Improvement
 Effective Ways to Incorporate User Feedback in Digital Product Development for Continuous Improvement
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Generate [number] ways to incorporate user feedback into the development process of our agency's digital products to ensure continuous improvement and user satisfaction. Context: Target audience — [your target audience here] Current user feedback process — [describe current user feedback process here] Desired feedback outcomes — [your desired outcomes here] Inspiration: "[user fe...

5 Techniques for Incorporating UGC to Increase Engagement and Social Proof
 5 Techniques for Incorporating UGC to Increase Engagement and Social Proof
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Develop 5 ideas for incorporating user-generated content (UGC) in our agency's digital products to increase user engagement and social proof. Context: Target audience — [your target audience here] Current UGC efforts — [describe current UGC efforts here] Desired UGC outcomes — [your desired outcomes here] Inspiration: "[UGC inspiration one]" "[UGC inspiration two]" "[UGC in...

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...

5 Ideas to Create Urgency for Your Limited-Time Sale
 5 Ideas to Create Urgency for Your Limited-Time Sale
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Propose 5 creative ideas for a limited-time promotion or sale that drives urgency and encourages our target audience to take action. Context: Target audience — [your target audience here] What I do — [your elevator pitch here] Content topics — [your content topics here] Promotion goals — [your promotion goals here] Inspiration: "[promotion inspiration one]" "[promotion inspiration two]" "...

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...

5 Ideas for UGC Campaign to engage your target audience and leverage brand loyalty
 5 Ideas for UGC Campaign to engage your target audience and leverage brand loyalty
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Generate 5 ideas for a user-generated content campaign that encourages our target audience to share their experiences and engage with our brand. Context: Target audience — [your target audience here] What I do — [your elevator pitch here] Content topics — [your content topics here] UGC campaign goals — [your UGC campaign goals here] Inspiration: "[UGC campaign inspiration one]" "[UGC campa...

5 Creative Ideas for Storytelling in Marketing to Connect with Your Target Audience and Reinforce Your Brand
 5 Creative Ideas for Storytelling in Marketing to Connect with Your Target Audience and Reinforce Your Brand
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Propose 5 creative ways to integrate storytelling into our marketing efforts to create emotional connections with our target audience and reinforce our brand message. Context: Target audience — [your target audience here] What I do — [your elevator pitch here] Content topics — [your content topics here] Storytelling goals — [your storytelling goals here] Inspiration: "[storytelling marketin...

5 Ideas for a Live Streaming Event That Showcases Your Brand and Provides Value to Your Audience
 5 Ideas for a Live Streaming Event That Showcases Your Brand and Provides Value to Your Audience
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Propose 5 ideas for a live streaming event that showcases our brand personality and provides value to our target audience. Context: Target audience — [your target audience here] What I do — [your elevator pitch here] Content topics — [your content topics here] Streaming platform — [your streaming platform here] Inspiration: "[live streaming event inspiration one]" "[live streaming event in...

5 Creative Concepts for a Mix of Promotional, Educational and Engaging Content Calendar | ChatGPT Opinion
 5 Creative Concepts for a Mix of Promotional, Educational and Engaging Content Calendar | ChatGPT Opinion
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Generate 5 creative concepts for a content calendar that outlines a mix of promotional, educational, and engaging content for our target audience. Context: Target audience — [your target audience here] What I do — [your elevator pitch here] Content topics — [your content topics here] Content mix — [your content mix here] Inspiration: "[content calendar inspiration one]" "[content calendar ...

5 Best Social Media Takeover Ideas to Boost Brand Awareness via Influencer Partnerships
 5 Best Social Media Takeover Ideas to Boost Brand Awareness via Influencer Partnerships
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Generate 5 ideas for a social media takeover campaign that partners with influencers to reach new audiences and increase brand visibility. Context: Target audience — [your target audience here] What I do — [your elevator pitch here] Content topics — [your content topics here] Influencer criteria — [your influencer criteria here] Inspiration: "[social media takeover inspiration one]" "[soci...

Crafting Social Media Post Ideas to Highlight Company Culture and Values for Talent and Customer Attraction
 Crafting Social Media Post Ideas to Highlight Company Culture and Values for Talent and Customer Attraction
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Craft [number] social media post ideas that highlight our company's unique culture and values, to help attract new talent and customers. Context: Target audience — [your target audience here] Company culture and values — [your company culture and values here] Content topics — [your content topics here] Inspiration: "[post inspiration one]" "[post inspiration two]" "[post in...

Drive More Conversions with Social Media Ads and Compelling Headlines
 Drive More Conversions with Social Media Ads and Compelling Headlines
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Develop [number] engaging social media ad concepts that drive clicks and conversions while staying true to my brand's voice and identity. Context: Target audience — [your target audience here] What I do — [your elevator pitch here] Ad objectives — [your ad objectives here] Inspiration: "[ad inspiration one]" "[ad inspiration two]" "[ad inspiration three]" Formatting guid...

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.