195 ChatGPT Prompts (& How to Write Your Own)

Semrush Team

Sep 27, 202322 min read
ChatGPT Prompts

TABLE OF CONTENTS

What Are ChatGPT Prompts?

ChatGPT prompts are instructions or queries you enter into the artificial intelligence’s (AI) interface to get responses.

A prompt consists of keywords and phrases meant to spark a reply. You feed ChatGPT a question or instruction and it will respond as though in a conversation.

A prompt asking ChatGPT to tell a joke

You can continue the conversation by providing another query or directive that builds on the response.

A prompt asking ChatGPT to tell a joke about school

In this article, we’ll discuss tips for writing awesome prompts for ChatGPT. 

We’ll also share some of the best ChatGPT prompts for getting results.

How to Write Prompts for ChatGPT (& Expert Tips) 

Prompts dictate ChatGPT’s output. 

So if you want helpful responses, you need to know how to feed it useful phrases and instructions. This is called prompt engineering.

The messages you provide ChatGPT shape the conversation. The better the prompt, the better the response.

Engineers trained ChatGPT from vast amounts of text data. This training gave it access to lots of information and showed how humans respond in conversations. 

From all its “reading,” ChatGPT developed a language model that lets it predict the next word in a given sentence. 

Every time you talk to ChatGPT, it learns to generate more appropriate replies for you. This is why it’s important to feed ChatGPT the right prompt. 

Here’s how you can do that:

1. Provide Contextual Details

The best prompts for ChatGPT incorporate relevant details to help the platform understand the specific scenario or context. That way, it can provide more accurate responses.

Include information like background info, specific facts, or user preferences.

For example, with a generic prompt like “Write a sales pitch,” you get the following:

A prompt asking ChatGPT to write a sales pitch

ChatGPT offers spaces to fill in your information for “Product X.” But it doesn’t tailor the response to your brand, product, and target audience. 

Let’s add some context.

A prompt asking ChatGPT to write a sales pitch for a new health and wellness product targeted at busy professionals

Now the messaging is more audience specific.

Similarly, saying, “Discuss popular social media platforms” returns random, general information about every social media platform:

A prompt asking ChatGPT to discuss popular social media platforms

With more direction, ChatGPT can focus on exactly what you need and want it to—no unnecessary digressions. 

A prompt asking ChatGPT to compare features and target audiences of Facebook, Instagram and X

Context helps ChatGPT generate a more useful and relevant response.

2. Feed It Content or Reference Material

Right now, ChatGPT can’t browse the internet (except with plugins and a paid subscription). 

So if you want it to reference specific information, you must occasionally provide the content.

You might do this when you need:

  • Domain-specific knowledge: If you want responses tailored to a particular domain, company, or industry, include content to help ChatGPT learn the terminology or best practices
  • Consistent style and tone: Share content that will help ChatGPT keep your brand or writing tone consistent
  • Fact-checking and accuracy: Supply ChatGPT with verified information or resources to help it produce more reliable and accurate responses
  • Specialized instructions or guidelines: Include specific guidelines, like legal or compliance requirements, you need ChatGPT to follow
  • Information from later than September 2021: ChatGPT trained on data up to September 2021. If you want ChatGPT to learn and use a fact after this date, you must provide it.

For instance, say we want ChatGPT to write for social media management company Buffer. 

We provide clear instructions on what to do (“Use Buffer’s brand voice”) and paste Buffer’s Brand Kit along with Buffer’s top three features into the prompt chat.

A prompt asking ChatGPT to write for social media management company Buffer

Or, you could feed ChatGPT content to have it write a meta description for an existing article. To get the best results, input the article’s introduction paragraph into the ChatGPT prompt:

A prompt asking ChatGPT to write a meta description for an existing article

Tip: Don’t feed ChatGPT any sensitive personal or company information you don’t want available to anyone else. OpenAI stores queries, which the provider (and potentially its partners and contractors) can see. 

And according to OpenAI, “Your conversations may be reviewed by our AI trainers to improve our systems.”

Plus, as more and more data gets stored online, the risk of it getting hacked grows. 

3. Clearly State the Desired Topic or Task

Explicitly mention the task or topic you want ChatGPT to address. This helps focus the response and avoids deviations or ambiguous outputs.

Instead of a generic prompt like “Talk about marketing strategies,” be specific. 

For instance, “Explain three effective digital marketing strategies for small businesses” or “Provide tips for optimizing Google Ads campaigns.”

A prompt asking ChatGPT to provide tips for optimizing Google Ads campaigns

4. Set Parameters

Specify constraints to guide a response within defined boundaries.

How many words, characters, and sentences do you want? How many outputs do you want? 

For example, in a prompt for writing headlines, you can ask ChatGPT for a specific number of options:

A prompt asking ChatGPT to write 10 headlines

Looking for a particular information set? State it explicitly in the prompt. 

Ask for specific data points, examples, or references you want the response to include. 

A prompt asking ChatGPT to provide 3 recent case studies of successful social media campaigns in the e-commerce industry

Tip: Fact-check these outputs, as ChatGPT notoriously provides inaccurate information.

Guide ChatGPT to adopt a specific viewpoint or consider a particular methodology while generating the response.

A prompt asking ChatGPT to use AIDA framework when writing a landing page

5. Specify Format

Providing the output format in a ChatGPT response helps guide the AI model to generate the desired content type.

If you have a particular format you want, like a short story or meta description, state it explicitly. 

A prompt asking ChatGPT to write 500-words paragraph essay on the perks of being a wallflower

You can also ask the ChatGPT to list pros and cons, provide step-by-step instructions, or respond in any other format structure you want. 

Do you want the response in bullet point form or as a paragraph—or both?

A prompt asking ChatGPT to deliver response in bullet points

The more specific, the better.

6. Refine the Prompts

When ChatGPT doesn’t respond how you want, you can edit your original prompt. Or, re-prompt it using different wording to get better results.

For example, with outputs requiring character limits (like meta descriptions), ChatGPT doesn’t know to keep it short:

An example of ChatGPT writing "too long" meta description

Since meta descriptions should generally be much shorter, you’ll want to refine your prompt. 

You have two options: 

  1. Edit the original prompt by hovering over it and clicking the edit button.
"edit button" highlighted in purple

Then, click Save & Submit and ChatGPT will produce a new response.

"Save & Submit " button highlighted
  1. Add a new prompt with more specific instructions.
A new prompt added with more instructions to keep meta description in 150 character or less

Sometimes ChatGPT’s first request veers off-topic or repeats responses previously generated. The platform can also be prone to “hallucinations.” These are instances where it generates content that, while it may sound plausible, is not relevant to the prompt or is factually incorrect. 

Starting a new chat or prompt can redirect the conversation, specify the desired focus, or introduce a new question or topic for discussion.

For instance, look at how our first two prompts below influence the output of the third: 

An example of ChatGPT using previous input to summarize the book “Great Expectations”

ChatGPT summarized the book “Great Expectations” as a meta description because the prompt asked it to write one earlier for the book “The Perks of Being a Wallflower.”

To fix this, either start a new chat with a new prompt or write an additional prompt to clarify:

A new prompt instructing ChatGPT to summarize a book “Great Expectations” but not as a meta description

Now that you know how to write awesome ChatGPT prompts, let’s explore our library of over 195 ChatGPT prompts to inspire creative conversations for (almost) every industry. 

Note: Tweak these as you need. They are only suggestions to guide you.

ChatGPT Prompts for SEO

  1. Write a 150-character max meta description on [topic]. (Copy and paste the article’s introduction so ChatGPT can pull from it.)
  2. Write five FAQs with answers using these keywords [insert keywords].
  3. Write 10 subheadings for a blog post titled [title].
  4. Write schema markup with JSON and HTML code for the following [questions/topics/recipes].
  5. Generate a list of at least 20 keywords related to [topic].
  6. Summarize this article about X and link to it. [Insert article].
  7. Create a keyword list for my SEO agency around [topic word or phrase] and cluster the list based on the sales funnel, from top to bottom of the funnel keywords.
  8. Create a list of high-authority websites in [industry].
  9. List all the long-tail queries related to [keyword].
  10. Create an outline for an article about [topic]. The brand voice is [description]. Start with [first section idea], then go into [second section idea], then finish with [last section idea].
  11. Generate hreflang tags for a web page targeted to [country] in [language].
  12. Create an XML sitemap including these urls [URLs].
  13. Create a code to use the Google Search Console API to index all of my webpages, not just a sample of 1,000.
  14. Generate a RegEx in RE2 syntax to [description] for Google Search Console.
  15. Suggest five blog post title ideas for the primary keyword [keyword] for [targeted audience].
A prompt asking ChatGPT to suggest 5 blog post title ideas

When using ChatGPT to generate keywords, make sure to run them through Semrush’s Keyword Overview tool. It gives you access to vital SEO insights like search volume, keyword difficulty, search intent, and more.

Here’s how.

First, prompt ChatGPT to generate a list of keywords.

A prompt asking ChatGPT to generate at least 20 keywords related to roof repair

Next, input the list into the Keyword Overview tool and click “Search.”

Keyword Overview tool search bar

You’ll get information like keyword search volume, search intent, and keyword difficulty

"Bulk Keyword Analysis" report in Keyword Overview

Click on any keyword for a more complete analysis including keyword variations, related questions, and more.

Keyword Overview report for "emergency roof repair" keyword

ChatGPT Prompts for Marketers

  1. Create a LinkedIn post under 150 words using this [insert copy here].
  2. Create an Instagram carousel with [number] slides using this [insert copy].
  3. Write persuasive Google Ad copy for a campaign targeting [keyword], focusing on our product [product name], using this [insert information about the product or campaign].
  4. Craft an email to customers for [company] who haven’t purchased from us in [number of months]. Include this offer [offer details].
  5. Write [number] CTA messages about [insert material here]. I want [number] combinations of one header and one subheading.
  6. Write a 60-second YouTube script for [product or service name] using [insert information here] about the company.
  7. Write my weekly newsletter, including [number] headings and [number] two-to-three-sentence paragraphs about [insert content here].
  8. Come up with [number] YouTube video ideas for [company] about [topic].
  9. Turn the data below into a case study with the following format: (1) Challenge (2) Solution (3) Result. Data: [paste data]
  10. Create a landing page copy for a limited-time discount on [product or service]. Use [number] header combinations with the following product features [insert product feature list].
  11. Propose a referral program to incentivize existing customers to refer our [product or service] to their networks.
  12. Suggest [number] compelling taglines for a new brand campaign for [product] targeting [specific demographic].
  13. Design a lead magnet or downloadable resource to attract potential customers to our website [website URL]. Here is information about our product to help you: [insert product information].
  14. Create the structure for an infographic highlighting the key benefits of our [product or service]. Here is information about our product to help you: [insert product information].
  15. Come up with [number] Instagram Story ideas for [company name] relevant to [target audience] using a brand voice that is [brand voice].
A prompt asking ChatGPT to come up with 3 Instagram Story ideas

Pro tip: Use a tool like Semrush’s SEO Writing Assistant to address originality, tone of voice, readability issues, and more.

ChatGPT Prompts for Content Creation

  1. Write an introduction for a blog post on [topic] using the following keywords: [keywords].
  2. Develop a step-by-step tutorial video on [topic] for our YouTube channel. Include the following info: [insert additional information here].
  3. Craft a content calendar with [number] blog post ideas, including these keywords [insert keywords]. Spread the blog posts out across 3 months.
  4. Create a checklist for conducting market research before launching a new product or service.
  5. Generate a list of 10 thought-provoking discussion questions for a blog post about [topic].
  6. Write a script for a podcast episode discussing the benefits of [topic].
  7. Develop a whitepaper on [topic]. Keep it under [number of words]. Here is the information to help: [insert additional information here].
  8. Write a series of email newsletters providing tips and tricks for [topic].
  9. Rewrite this bulleted list to start with the same [part of speech].
  10. Rewrite this paragraph as a bulleted list.
  11. Summarize this expert interview. [Insert interview]
  12. Write a short DM to [creator/business] that persuades them to partner with me for [topic]. Include two to three reasons why it makes sense for us to partner together. Here is information on this creator: [insert information]
  13. Trim this content down to fewer than [X sentences/words/characters].
  14. Rewrite this paragraph for clarity.
  15. For WordPress: Write HTML hyperlinks for these header 2s [insert headers] with header tags.
A prompt asking ChatGPT to write internal HTML hyperlinks

Pro tip: Use a tool like Topic Research to generate content ideas. It will also show you your competitors’ top headlines and audiences’ most-asked questions to help you brainstorm.

ChatGPT Prompts for Social Media Marketing

  1. Structure an attention-grabbing Instagram carousel post highlighting [insert brand/product features].
  2. Create a Twitter thread featuring tips and tricks for [insert topic]. Include this information: [insert information].
  3. Write a Facebook post inviting followers to share [topic].
  4. Craft a short LinkedIn post about [topic/keyword]. Use this supplementary information: [insert a paragraph here].
  5. Create a Pinterest pin description dedicated to [topic] and [features].
  6. Create [number] LinkedIn polls about [insert topics].
  7. Write a short social media post for [social media channels] explaining our holiday hours are [insert times] but letting people know they can shop online.
  8. Generate [number] post ideas for [social media platforms] for a [company industry] company, focusing on [company-related topics]. Create [number] Pinterest board ideas for a [company type] company.
  9. Write a [social media channel] post sharing this inspiring customer success story and how our [product or service] made a positive impact: [insert customer story].
  10. Develop a series of LinkedIn posts sharing industry insights and thought leadership on emerging marketing trends in [topic]. Here’s a list of trends to get started [trends list].
  11. Write a TikTok biography for my company. Here’s information about my company [insert information here].
  12. Create a TikTok video idea demonstrating [topic].
  13. Write a LinkedIn post promoting our new ebook about [topic]. Describe this in [word count] words or less and include this URL: [website URL].
  14. Rewrite this blog post section as an Instagram caption: [insert paragraph].
A new prompt asking ChatGPT to rewrite a blog post section as an Instagram caption

Pro tip: Semrush has a free social media marketing platform to help you identify the best channels to reach your audience, save time by scheduling social posts, and manage your social conversations.

ChatGPT Prompts for Advertising

  1. Create an advertising campaign about [product/service] targeting [target audience]. Include [number] messages and slogans and choose the best promotional media channels based on our product offering. [Insert supplemental information]
  2. Develop a comprehensive advertising campaign strategy for launching a new product in the market. Here’s our product information: [insert product information]
  3. Create a catchy slogan for a [industry] brand that encapsulates their brand identity and motivates potential customers. Here are their brand voice guidelines [insert brand guidelines].
  4. Write a persuasive 30-second radio script for [product/service/brand], highlighting their current promotions. [Insert information about product/promotion]
  5. Propose creative ideas for a viral marketing campaign that generates buzz and engages users on social media platforms.
  6. Develop a storyboard for a TV commercial that showcases the benefits and usage of [product/service] targeting [target audience].
  7. Provide descriptions for a series of online banner ads for an ecommerce website, promoting their seasonal sale with compelling visuals and call-to-action messages. [Insert supplemental information]
  8. Create a targeted advertising strategy to reach and engage a specific demographic for [product/service].
  9. Write a script for a YouTube pre-roll ad that grabs viewers’ attention within the first five seconds and drives them to take action. [Insert supplemental information]
  10. Propose innovative influencer marketing collaborations for a [product/service] to increase brand awareness and customer acquisition.
  11. Develop a buyer persona for a [interest] enthusiast who enjoys attending [event type].
  12. Suggest [number] strategies for lead generation in [market] and [industry].
  13. Write a 15-second advertisement script about [product/service].
  14. List common challenges faced by [insert buyer persona description].
  15. Write a script for a YouTube post-roll ad that ends with a compelling CTA for [product/service].
A new prompt asking ChatGPT to write a script for a YouTube post-roll ad

Pro tip: The PPC Advertising toolkit can help reveal your top competitors, including viewing their live ads, uncovering their pricing strategy, and finding keywords they target. 

ChatGPT Prompts for Sales

  1. Develop a compelling sales pitch for a potential customer highlighting the unique features and benefits of our [product/service]. Here is information about our product/service: [insert information]
  2. Write a follow-up email to a lead who has shown interest in our [product/service], addressing any concerns they may have and offering additional information.
  3. Create a persuasive sales script for a telemarketing campaign to generate leads for our [niche] company.
  4. Develop a personalized proposal for a potential client, outlining the specific solutions our [product/service] can provide to address their pain points. Here are their pain points: [pain points list]
  5. Generate a list of objection-handling techniques to overcome common customer concerns during sales.
  6. Write a cold email sequence for nurturing partnerships.
  7. Develop a referral program for existing customers to incentivize them to refer their contacts to our [niche] company.
  8. Create a sales presentation deck highlighting the advantages and ROI of our [product/service] for a [industry] client at [company name].
  9. Write a LinkedIn message template for reaching out to prospects in a specific industry [industry].
  10. Develop a competitive analysis report comparing our [product/service] with top competitors, highlighting our unique selling points and market advantages. Here is a list of our competitors with their main features [insert competitors with features]
  11. Create a lead qualification questionnaire with [number] questions for sales representatives to evaluate and prioritize potential prospects.
  12. Write a sales script for a product demonstration video showcasing the main features and benefits of our [product/service].
  13. Develop a strategic follow-up plan for nurturing leads who have shown initial interest but haven’t made a purchase yet for [product/service].
  14. Create a customer retention strategy that includes personalized offers, loyalty programs, and proactive communication.
  15. Develop a sales playbook outlining the step-by-step process, key selling points, and objection-handling techniques for our sales team. [Insert supplemental information]
A prompt asking ChatGPT to develop a sales playbook outlining the step-by-step process

ChatGPT Prompts for Customer Service

  1. Develop a step-by-step guide on handling angry customers, including [number] de-escalation techniques and conflict resolution strategies.
  2. Write an email response to a customer inquiry regarding product availability, providing them with alternative options and suggestions. Here is information about the product/service [insert information].
  3. Create a customer service script for handling billing inquiries, including how to address billing discrepancies and process refunds if necessary.
  4. Develop [number] guidelines for creating personalized customer experiences, emphasizing the importance of active listening.
  5. Write a live chat response to assist a customer named [customer name] in troubleshooting a technical issue with [problem], providing clear instructions and links to relevant resources.
  6. Create a template to respond to customer feedback or reviews, demonstrating appreciation for their input and outlining the steps to address their concerns.
  7. Write [number] FAQs addressing common questions and concerns about our product or service [product/service information]. Include answers as well.
  8. Write a social media response to a customer complaint about our [product/service]. [Insert information about the product/service]. Here is the complaint: [customer complaint].
  9. Create a template for proactive customer outreach for [company name] in [industry].
  10. Develop a guide on effective cross-selling and upselling techniques, including identifying and presenting relevant product suggestions to customers.
  11. Write a script for a service phone call to assist a customer in navigating our online ordering system.
  12. Create a template for addressing shipping delays or order tracking inquiries.
  13. Write a response to a customer request for a refund outside of our refund policy, offering alternative solutions such as [insert solutions here].
  14. Create a customer satisfaction survey template, including key questions.
  15. What are cross-selling strategies I can use for this [industry]?
A prompt asking ChatGPT "What are cross-selling strategies I can use for web hosting industry?"

Further Reading: Responding professionally and effectively to customer concerns and complaints is key to building a strong brand reputation. Learn how this can help your business in our Beginner’s Guide to Online Reputation Management.

ChatGPT Prompts for Ecommerce

  1. Recommend complementary products that go well with a customer’s recent purchase of [item]. 
  2. Provide a step-by-step guide on how to set up Google Tag Manager (GTM) to track Facebook Custom Conversion events triggered by a callback button click using JavaScript.
  3. Craft an upbeat 50-word product description for [insert product information].
  4. Create a friendly chat message for [company name] to explain our hassle-free return policy: [insert return policy].
  5. Modify the product titles in the provided list by adding keywords [insert keywords] where appropriate.
  6. Write a persuasive email to encourage customers to sign up for our newsletter and receive exclusive discounts, product updates, and insider tips. [Insert supplementary information]
  7. Develop a marketing campaign for [product/service], including strategies for social media promotion, email marketing, and influencer collaborations.
  8. Write a compelling call-to-action (CTA) button copy similar to “Shop Now,” “Add to Cart,” or “Get Yours Today!”
  9. Generate a list of [number] FAQs with answers for our customer support team.
  10. Develop a loyalty program that rewards customers with points for their purchases, referrals, and social media engagement.
  11. Act as an ecommerce merchandising expert. Create product collection descriptions for [brand]. [Insert brand information here]
  12. Write an SMS campaign for our product [product information].
  13. Craft ad copy for our product and optimize the copy for [social media channel] ads.
  14. Come up with [number] ideas for newsletter sign-up CTAs.
  15. Write a list of [number] of audience demographics that might want [product/service].
  16. Write 10 Google Ads headline variations with only 30 characters. 
A prompt asking ChatGPT to write a list of 5 of audience demographics that might want to use Semrush

Pro tip: Semrush offers many solutions for ecommerce businesses. Tools like Ecommerce Keywords Analytics will help you pinpoint the best keywords that can attract the greatest audience for your business. 

ChatGPT Prompts for Developers

  1. List [number] potential topics for beginners for a mobile app development course.
  2. Provide [number] creative ideas for implementing animation effects in a web application.
  3. Develop a flowchart for a software testing process on a large-scale project.
  4. Suggest [number] ideas for a game development course engaging game developers.
  5. Give me [number] ideas for incorporating the SOLID principles in my object-oriented design.
  6. Suggest [number] ways to handle user authentication in a web application for improved security.
  7. Describe [number] potential use cases for implementing machine learning algorithms in a data analysis application.
  8. Write down [number] potential topics for a workshop on agile software development practices.
  9. I want you to act as a brainstorming assistant and suggest [number] ideas for a coding challenge that will test the problem-solving skills of junior developers.
  10. Can you give me [number] unique ideas for a user interface component that will enhance the user experience of a mobile app?
  11. Develop a RESTful API for a customer management system using Node.js and Express.js.
  12. Convert the following Python code to Java: [code snippet].
  13. Make ChatGPT act as a code formatter. Provide the input code, and it should format it according to the language’s style conventions.
  14. Generate sample data for testing a social media analytics platform. The data should include [insert parameters].
  15. I want you to act as a software architecture consultant. I’m designing a scalable microservices-based system and need guidance on which architectural patterns and technologies to use.
A new prompt asking ChatGPT to act as a software architecture consultant

ChatGPT Prompts for User Experience (UX)

  1. Generate a list of [number] user interface (UI) design requirements for a [product].
  2. Develop a PDF typography style guide for a web application, including font families, sizes, and usage guidelines.
  3. What are the key UI considerations I should consider when designing a navigation menu for an ecommerce website?
  4. Generate a sample usability report for a competitor’s social media platform by analyzing this [user feedback] and identifying areas for improvement.
  5. As a UX designer, what gamification techniques can I incorporate into a [app type] app?
  6. How can I design a [industry] website in a way that conveys professionalism to potential clients?
  7. What are some engaging micro-interactions to consider when designing a language learning mobile app?
  8. Create an interactive wireframe prototype for a [industry] platform using a design tool of your choice.
  9. Develop a user persona for a [app type] app targeting millennials and Gen Zs.
  10. What are some best practices for designing accessible forms in web applications to ensure inclusivity for users with disabilities?
  11. Create a text-based Excel sheet to collect and organize user feedback from usability testing sessions. Assume a team of [number] UX researchers.
  12. How can I optimize the onboarding experience for a shopping app to increase user engagement and reduce drop-off rates?
  13. Generate user flows for a [app type] app, covering scenarios such as [topics].
  14. Generate survey questions to understand user preferences and needs for a new [messaging platform] for [remote teams].
  15. Create a responsive checklist for [charts].
A new prompt asking ChatGPT to create a responsive checklist for creating charts for UX design

Further reading: Read about 10 UX design examples to get inspired.

ChatGPT Prompts for Data Science

  1. Act as a data scientist and build a machine learning model for me. I have a dataset of customer churn data. Please create a model that predicts customer churn using features such as [insert metrics]. [Insert data set]
  2. Act as an automatic machine learning (AutoML) bot using TPOT. I’m working on a model that predicts credit card fraud. Provide Python code to identify the optimal classification model, aiming for the highest AUC score on the test dataset.
  3. Can you help me train a [model name]? Please provide the Python code to tune the hyperparameters and predict [parameters].
  4. Please write code for [subject] data visualization and exploration, including scatter plots, histograms, and correlation matrices.
  5. I need a dataset with [number] rows and [number] columns. The columns should include “age,” “gender,” “income,” and “purchase history.” Please provide the dataset in CSV format.
  6. Write a Python regex that matches email addresses. The regex should account for variations in domain names and handle common email formats.
  7. Please build a machine-learning model that predicts [subject] based on historical data. Use the past year as the training period and the most recent month as the validation period.
  8. I want you to act as a data scientist and perform feature engineering for a customer churn prediction model. The dataset contains customer [metrics]. Please write Python code to generate new features that could improve the model’s performance.
  9. Can you help me implement a natural language processing (NLP) model? I have a dataset of customer reviews, and I want to classify them into positive and negative sentiment categories. Please provide the code for text preprocessing, feature extraction, and model training.
  10. I need a dataset for sentiment analysis with [number] rows and [number] columns: “text” and “label” (positive/negative). Please generate the dataset in CSV format.
  11. Write a Python script to scrape data from a website. The script should extract information such as [metrics/information] and save it in a structured format like [formatting code language].
  12. Act as a data scientist and build a recommendation system for an ecommerce platform. The dataset contains user browsing and purchase history. Please write in Python code.
  13. Can you help me perform dimensionality reduction on a high-dimensional dataset? Please write a structured query language (SQL) code to apply principal component analysis (PCA) and visualize the data in a reduced dimension space.
  14. I have a dataset of customer transactions. Please write code to calculate various customer lifetime value (CLV) metrics, such as [metrics].
  15. I want you to act as a programmer in [programming language]. Please simplify this code: [insert code].
A new prompt asking ChatGPT to act as a programmer in Python

Further reading: How to Use Data Science to Improve SEO

ChatGPT Prompts for Instructional Design/Learning and Development

  1. List [number] potential topics for a leadership development course for mid-level managers or [other job title].
  2. Provide [number] creative ideas for interactive activities for an online course on digital marketing.
  3. Develop a mind map for a sales training program on practical communication skills.
  4. Suggest ideas for an entrepreneurship course that would engage young entrepreneurs.
  5. Give me ideas for incorporating the social learning theory in my instructional design for a team-building course.
  6. Suggest [number] engaging ways to present complex information in a video tutorial for beginners [job title].
  7. Write down [number] potential topics for a workplace diversity and inclusion training session.
  8. I want you to act as a brainstorming assistant and suggest [number] ideas for a creativity workshop that will engage [job title].
  9. Can you give me [number] unique ideas for a group discussion activity to support the problem-solving learning objective for [subject matter] students?
  10. Structure an interactive infographic on time management skills that meets the learning objective of [learning objective].
  11. Create an outline for a customer service training program on handling difficult customers in [industry/sector].
  12. Rewrite the following sentence to make it easier to understand for readers: “The intricacies of quantum mechanics render its comprehension arduous for novices.”
  13. Rewrite the content of our existing [topic] course to make it more engaging for entry-level professionals in the IT industry.
  14. Help me design an assessment aligning with [standard] and measures [learning outcomes].
  15. Describe [number] potential scenarios to use in case-based training on conflict resolution.
A new prompt asking ChatGPT to describe 5 potential scenarios to use in case-based training on conflict resolution

ChatGPT Prompts for Education and Teachers

  1. Develop a project-based learning activity for high school students incorporating real-world problem-solving and critical thinking skills.
  2. Create a study guide for [subject] that covers all [topics/concepts/formulas].
  3. Design a hands-on science experiment that demonstrates the principles of [scientific concept].
  4. Generate a list of 10 educational podcasts for students interested in [topic/subject].
  5. Provide a step-by-step tutorial on how to solve quadratic equations using the quadratic formula.
  6. Create a mind map that illustrates the interconnectedness of various historical events during a specific period.
  7. Suggest five strategies for promoting active learning in a large classroom setting.
  8. Design a group project for collaboration and problem-solving skills for middle school students.
  9. Create a set of [number] flashcards to help students memorize vocabulary words in a foreign language.
  10. Develop a rubric for assessing oral presentations in a public speaking class.
  11. Write a test on [subject] covering [key points]. [Insert supplemental information]
  12. Design an interactive online course module incorporating videos, quizzes, and interactive lessons to engage learners.
  13. Create a list of 10 educational YouTube channels that cover a wide range of subjects for self-paced learning.
  14. Develop a lesson plan on [topic]for high school students, covering topics like [topics].
  15. Write a quiz with five multiple-choice questions on [topic].
A prompt asking ChatGPT to write a quiz with 5 multiple-choice questions on great barrier reef

Speed Up Your Workflow with ChatGPT Prompts 

Once you know how to write ChatGPT prompts, you’ll be able to achieve more accurate outputs more quickly.

These prompts are meant to inspire you to write your own prompts relevant to your business or product. They can be a great way to get started with your content creation.

Want more help with writing relevant and effective content? 

Try Semrush’s SEO Writing Assistant. It provides recommendations to optimize your content, boost readability, and maintain your brand’s tone. Start your free trial today.

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