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I used 7 prompts to test the problem-solving and reasoning capabilities of ChatGPT’s free tier o3-mini model – here’s what happened

OpenAI's o3-mini model is now part of the free tier of ChatGPT,

1. Coding challenge

screenshot of o3-mini prompt

(Image credit: Future)

Prompt: “Write a Python script that simulates a basic banking system with functionalities to deposit, withdraw and check balance.”

This prompt is excellent for testing o3-mini because it combines multiple aspects of programming—from OOP and control structures to input validation and error handling—into one cohesive example. It challenges the model to produce a complete, functional, and well-structured piece of software, which is a solid measure of its code generation capabilities.

The prompt is not only a test of code generation but also serves as a learning tool. It provides a concrete example that can help users understand how to design and implement basic banking functionality in Python. This dual purpose of being both a test case and an educational example makes it useful and simple enough for even casual users to understand and implement.

2. Mathematical proof

o3-mini prompt screenshot

(Image credit: Future)

Prompt: “Prove the Pythagorean theorem using a geometric approach.”

This prompt requires a blend of logical sequencing, mathematical rigor, clear communication, and integration of different types of reasoning. It demonstrates the o3-mini model’s ability to handle complex, multi-faceted tasks as it successfully generated a clear and correct geometric proof of the Pythagorean theorem.

3. Scientific explanation

screenshot of o3-mini prompt

(Image credit: Future)

Prompt: “Explain the process of photosynthesis in detail.”

The o3-mini model’s ability to cover a broad range of scientific concepts and recall, organize, and articulate that multi-step process is made evident in this prompt.

The logically organized, detailed response was clearly presented and flowed coherently. This prompt showcases the model’s ability to relay deep scientific knowledge and the ability to integrate interdisciplinary concepts into a cohesive explanation.

4. Historical analysis

screenshot of o3-mini prompt

(Image credit: Future)

Prompt: “Analyze the causes and effects of the French Revolution.”

This prompt requires the integration of interdisciplinary historical knowledge, structured and coherent writing, and critical analysis of complex cause-and-effect relationships, making it an ideal prompt to test the o3-mini model’s ability to successfully generate accurate, detailed, and educationally valuable content on a multifaceted historical topic.

This prompt showcases how the o3-mini model can be used for educational or teaching purposes.

5. Literary critique

screenshot of o3-mini prompt

(Image credit: Future)

Prompt: “Provide a critical analysis of Shakespeare’s ‘Hamlet’ focusing on its themes of madness and revenge.”

The prompt requires a deep and critical analysis of Hamlet, focusing on multifaceted themes like madness and revenge. This tests the model’s ability to engage in high-level literary criticism, synthesizing various elements of the text to produce an insightful analysis.

This model successfully addressed the complex academic task and expertly produced a nuanced, well-supported argument about intricate themes in literature.

6. Philosophical discussion

screenshot of o3-mini prompt

(Image credit: Future)

Prompt: “Discuss the concept of utilitarianism and its implications in modern ethics.”

By asking for both a discussion of utilitarianism as a concept and its implications in modern ethics, the prompt challenges the model to bridge historical philosophical theories with contemporary ethical issues. This demonstrates the model’s capacity to synthesize information across different time periods and contexts.

This, and prompts like it, test the abstract reasoning ability of the o3-mini. This prompt also highlights the model’s ability to do critical analysis, understand historical content, and the practical application – all of which are essential for generating an informative and nuanced response on complex ethical topics.

7.  Urban planning

o3-mini prompt screenshot

(Image credit: Future)

Prompt: “Design an integrated strategy to optimize urban transportation in a rapidly growing megacity. Your plan should address the following aspects.”

This prompt effectively showcases the model’s problem-solving and complex reasoning abilities. The query requries an integrated, multifaceted solution that mirrors the challenges encountered in real-world scenarios, in this case, planning within an urban environment.

The prompt also dives deep into the o3-mini’s ability to understand many “moving parts” including environmental science, technology, and socio-economics. Although I did not show the script of the model “thinking,” it did take the time to thoughtfully process a response before offering a detailed, step-by-step plan and the rationale behind the solution.

What Are ChatGPT Prompts?

ChatGPT prompts are instructions or queries you enter into the AI chatbot’s interface to receive 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.

One example of a very simple ChatGPT prompt could be: “Tell me a joke.”

ChatGPT 4o response to a request for a joke, delivering a skeleton joke

You can continue the conversation by providing another prompt that builds on the response.

ChatGPT 4o conversation telling two jokes, one about skeletons and another about a math book
 

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.

 

18 ChatGPT Prompts for SEO

  • Meta description: Act as a professional, experienced content writer. I’m writing a blog post on [topic]. I need you to write a compelling 150-character max meta description for my blog post that includes my primary keyword [keyword]. The meta description needs to accurately summarize the blog post’s content while enticing users to click through from search results. We want to strike a balance between being informative and persuasive. Here are a couple of examples of effective meta descriptions you can use as inspiration: (Insert examples). To help you craft an accurate and relevant meta description, here is my article’s introduction: (Copy and paste the article’s introduction).
  • FAQs: I’m writing an article on [detailed article topic] and want to include an FAQ section to improve the content’s SEO performance and provide value to readers. Act as an SEO expert skilled in creating optimized FAQ content. Generate five frequently asked questions closely related to the article’s main topic, naturally incorporating the following target keywords: [keywords]. For each question, provide a clear, concise answer that fully addresses the query in 150 words or fewer. Ensure the questions are phrased how users might search for this information on Google, and the answers provide substantial, unique value to stand out in search results. Here’s an example of the type of output I’m looking for: (Example of a good output).
  • Subheadings: Act as an SEO content strategist and blog writer. Write 10 compelling, SEO-friendly subheadings for a blog post titled [title]. The subheadings should organize the article logically, engage readers, and incorporate relevant keywords naturally. Make them descriptive, concise, and aligned with the overall topic. Use a mix of informative and curiosity-provoking language. Consider using numbers, questions, or power words where appropriate. Here are [number] examples of effective subheadings for this type of content: (Insert examples). Here’s the article’s outline to guide you: (Copy and paste the article’s outline here).
  • Schema: Act as a technical SEO and structured data expert. Create schema markup using JSON-LD for the following (person/organization/recipes/etc.). Ensure the schema adheres to current schema.org standards and Google’s guidelines. Include all required properties and any strongly recommended ones for the specific schema type. The markup should be valid and focus on properties that are most likely to be used by search engines in [insert year]. Here’s an example of a [type] schema I want you to emulate: (Insert examples). Please use the following details to create the schema: (Insert specific details about the person/organization/recipes/etc.).If you need clarification on which schema type to use or any specific requirements, ask me before you write the schema.
  • Article summary: Pretend you’re a professional newsletter writer. Create a brief, compelling summary of the following article about [topic] for our newsletter subscribers. The summary should capture the essence of the article in 100-150 words, suitable for quick reading in an email. Highlight 1-2 key insights that will interest our audience, use a conversational, friendly tone appropriate for our newsletter, and end with a clear call-to-action encouraging readers to click through to the full article. Here are [number] examples of effective article summaries for newsletters: (Insert examples). Please use the following article as your source material: (Paste your article here).
  • Article improvements: Analyze the top three ranking articles for my keyword [keyword] and identify opportunities to optimize my content for better readability, comprehensiveness, and user engagement. I will paste the text of the articles below: [insert article text]
  • Blog post title ideas: I’m creating content to improve our website’s SEO for [targeted audience]. Act as an SEO copywriter specializing in [relevant industry]. Suggest [number] compelling blog post title ideas using the primary keyword [keyword], considering search intent and our audience’s pain points. Each title should be attention-grabbing and aligned with current SEO best practices. Example of an effective title: (Insert example).
  • Internal linking: Based on my sitemap, suggest 3-5 internal linking opportunities along with possible anchor texts of no longer than [number] words for each one.
  • Robots.txt: Craft a robots.txt file for my website that allows search engine crawlers to access important content while blocking unnecessary directories like /admin/ or /login.
  • Content gaps: Using my existing sitemap URLs, identify potential content gaps where I could create new content to target relevant keywords and improve overall website coverage.
  • Outlining: 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].
  • Hreflang: Generate hreflang tags for a webpage targeted to [country] in [language].
  • XML sitemap creation: I’m optimizing our website’s crawlability. Act as a technical SEO specialist and create an XML sitemap including these URLs [URLs]. Here’s an example of what I’m looking for: (insert example).
  • Indexing API: Create code to help me use Google’s index API to index all of my webpages, not just a sample of 1,000.
  • RegEx: Generate a RegEx in RE2 syntax to [description] for Google Search Console.
  • Longtail query list: List all the longtail queries related to [keyword].
  • Clustered keyword list: 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.
  • General keyword list: Generate a list of at least 20 keywords related to [topic].

Here’s how to do this:

First, prompt ChatGPT to generate a list of keywords.

ChatGPT generating a list of 20 keywords related to roof repair

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

Keyword Overview tool interface with a list of roofing-related keywords and a search bar at the bottom
Keyword Overview's Bulk Keyword Analysis report showing metrics including intent, volume, trend, KD (%)

Now, choose the best keywords based on intent, volume, and difficulty.

You can also click on any keyword for a more complete analysis including keyword variations, related questions, and more.

Keyword Overview report for "Roof ventilation" showing "Questions" and "Keyword Variations" in purple boxes

18 ChatGPT Prompts for Marketers

  • LinkedIn post: Act as an experienced LinkedIn content creator. Write a 150-word LinkedIn post based on my article about [topic]. The post should highlight [number] key insights and pose a thought-provoking question to encourage professional discussion. Use a tone that balances professionalism with approachability. Include a clear call-to-action for readers to share their expertise or read the full article. Here are some examples of LinkedIn posts that have the tone and writing style I’m looking for: (Insert examples). Please use the following article as your source: (Paste your article here).
  • X post: Act as a social media specialist for X. Condense the main message of this blog post [link] into an impactful 280-character post. Emphasize one notable data point or unexpected conclusion. Craft concise, compelling language that generates interest. Begin with an attention-grabbing opening and conclude with a strong incentive to read more. Avoid hashtags and @mentions. Here are examples of some effective X posts that summarize complex content: (Insert examples). Your summary should capture the article’s essence while leaving the audience intrigued to learn more.
  • YouTube video ideas: Pretend you’re a content creator and strategist specializing in long-form YouTube content creation for [type] businesses. Create [number] compelling YouTube video ideas for [company] focusing on [topic]. Each idea should include a catchy title, a brief 1-2 sentence description of the video’s content, and an explanation of how it aligns with [company]’s brand and target audience.The ideas should vary in format (e.g., how-to tutorials, expert interviews, product demonstrations) to appeal to different viewer preferences. Here are some examples of successful YouTube videos in this industry that have the style and impact we’re aiming for: (Insert examples). Ensure that each idea provides value to the audience while showcasing (company)’s expertise or products. (Insert information about the company’s audience, brand, expertise, and or products).
  • Email sequence: Craft a 3-email welcome sequence for new subscribers. Briefly introduce our brand in the first email, highlight our most popular product/service in the second, and offer a discount code in the third. (Don’t forget to give ChatGPT information on your brand, offerings, and discount.)
  • Ad copy: Write persuasive Google Ads copy for a campaign targeting [keyword], focusing on our product [product name], using this [information about the product or campaign].
  • Article summary for email: Summarize this article [link] in 3-5 bullet points and create a short email to our customers highlighting the key points. Briefly explain why this information is relevant to them in one to two sentences and include a call to action (CTA).
  • Customer feedback survey: Design a 5-question customer satisfaction survey to gather feedback on our recent product launch of [product name]. Include a mix of multiple-choice and open-ended questions.
  • Special offer email: Craft an email to customers for [company] who haven’t purchased from us in [number of months]. Include this offer [offer details].
  • Calls to action: Write [number] CTA messages about [material]. I want [number] combinations of one header and one subheading.
  • YouTube script: I’m creating a YouTube ad for our [product or service name.] Write me a 60-second YouTube script that highlights our key benefits and includes a clear call-to-action, using this information about our company: [information].
  • Newsletter writing: Write my weekly newsletter, including [number] headings and [number] two-to-three-sentence paragraphs about [content].
  • Case study: Turn the data below into a case study with the following format: (1) Challenge (2) Solution (3) Results. (paste data).
  • Landing page copy: Create landing page copy for a limited-time discount on [product or service]. Use [number] header combinations with the following product features [product feature list].
  • Referral program brainstorming: Propose a referral program to incentivize existing customers to refer our [product or service] to their networks.
  • Tagline generation: I’m launching a new brand campaign for our [product] targeting [specific demographic]. Act as a senior copywriter specializing in brand messaging for [relevant industry]. Suggest [number] compelling taglines of [length] words each that capture our product’s unique value proposition. Here’s more information about our product: (insert information). Present each tagline in [format]. Here’s an example: (Insert example).
  • Lead magnet: 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: [product information].
  • Infographic ideation and outlining: Create the structure for an infographic highlighting the key benefits of our [product or service]. Here is information about our product to help you: [product information].
  • Instagram Story ideas: Come up with [number] Instagram Story ideas for [company name] relevant to [target audience] using a brand voice that is [brand voice].

18 ChatGPT Prompts for Content Creation

  • Introduction: I’m writing a blog post on [topic] aimed at [type of audience] and need a compelling introduction to hook my readers and clarify what they’ll read about in the article. Act as an experienced content writer specializing in the [field] field. Write a 100-word introduction that incorporates the following keywords naturally: [keywords]. The introduction should follow BLUF (Bottom Line Up Front) and PAS (Problem-Agitation-Solution) principles to immediately capture reader interest and highlight the value of the post. Here’s an example of the type of introduction I’m looking for: (Insert example).
  • Video outlining: I’m creating content for our YouTube channel to establish our expertise in [topic] and grow our subscriber base. Act as a video content strategist with experience in tutorial creation. Develop a detailed outline for a step-by-step tutorial on [topic], including the following information: [additional information]. The outline should include an engaging introduction, clearly defined steps, visual cue suggestions, and a strong call-to-action at the end. Aim for a video length of 8-10 minutes. Consider how to make complex information accessible to our audience and incorporate best practices for YouTube SEO. Here’s an example of the type of tutorial outline I’m looking for: (Insert example of a well-structured video tutorial outline).
  • Content calendar: I’m planning our content strategy for the next quarter and need to create a diverse range of blog posts that will improve our SEO and provide value to our readers. Act as a content strategist specializing in SEO and editorial planning. Craft a content calendar with [number] blog post ideas, incorporating these keywords: [keywords]. Spread the blog posts out across 3 months, ensuring a mix of topics and content types (e.g., how-to guides, listicles, opinion pieces). Present the content calendar in the following format for each entry: (Insert desired format).
  • Editing help: I’m working on an article and need help improving a specific paragraph for clarity and readability. Act as a professional editor with expertise in clear, concise writing. Please rewrite the following paragraph, focusing on simplifying complex sentences, eliminating redundancy, improving logical flow, and enhancing overall readability. Maintain the original meaning and key points while making the content more accessible to a general audience. Here’s the paragraph that needs improvement: (Insert the paragraph here).
  • Email newsletters: I’m creating an email marketing campaign to engage our subscribers and establish our expertise on [topic]. Act as an email marketing specialist with knowledge in [topic]. Write a series of five email newsletters, each providing valuable tips and tricks for [topic]. Each email should be around 300 words, have a catchy subject line, and include a clear call-to-action. Ensure the content is engaging, practical, and tailored to our audience of [describe target audience].
  • Checklists: Create a checklist for conducting market research in the [your industry] industry before launching a new product or service.
  • Discussion questions: I’m writing a blog post on [topic] and want to boost reader engagement. Generate [number] discussion questions that encourage readers to share their experiences and opinions. Present the questions in a numbered list format. Example question: (Insert example).
  • Podcast script: Write a script for a podcast episode discussing the benefits of [topic].
  • Whitepaper: Develop a whitepaper on [topic]. Keep it under [number of words]. Here is the information to help: [additional information].
  • Paragraph rewriting: Rewrite this paragraph as a bulleted list.
  • Interview summary: I’m creating a blog post based on an expert interview and need the key points extracted. Summarize the main insights, unique perspectives, and actionable takeaways from this expert interview in [number] words or less. Here’s the interview transcript: (Paste interview).
  • Article summaries for social sharing: Summarize the three most important takeaways from this blog post on [topic] in a bulleted list format suitable for sharing on LinkedIn.
  • Cold DM: 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: [information].
  • Content trimming: Trim this content down to fewer than [X sentences/words/characters].
  • Editing for flow and concision: Pretend you’re an editor with [years] of experience in the [your industry] industry. Edit my text for flow and conciseness. (Paste text).
  • Revision for brand voice: Rewrite this blog post excerpt to better reflect our brand voice, which is [describe brand voice]. Here’s the excerpt: [excerpt].
  • Jumplinks: Write HTML hyperlinks for these header 2s [headers] with header tags.
  • Subtopic ideation: I’m developing a content hub based on [main topic]. Come up with 3-5 ideas for subtopics that dive deeper into specific aspects of the main topic, offering a more granular understanding.

18 ChatGPT Prompts for Social Media Marketing

  • X thread: I’m creating an engaging X thread to showcase our expertise and boost engagement on [topic]. Act as a social media strategist specializing in X content. Develop a compelling thread featuring tips and tricks for [topic], incorporating the following information: [information]. The thread should consist of 5-7 tweets, each under 280 characters, with a strong opening tweet to hook readers. Use a conversational tone, incorporate relevant hashtags, and include a clear call-to-action in the final tweet. Consider adding visual elements like emojis or suggestions for complementary images. Here’s an example of an effective X thread that has the style and impact we’re aiming for: (Insert example of a well-crafted X thread).
  • Engagement on Facebook: I’m looking to increase follower engagement and user-generated content on our Facebook page related to [topic]. Act as a Facebook content creator with experience in community management. Write an engaging Facebook post inviting followers to share their thoughts, experiences, or media related to [topic]. The post should be 2-3 sentences long, use an enthusiastic tone, and clearly explain what kind of content we’re looking for from our followers. Include a question or prompt to encourage responses, and consider suggesting a relevant hashtag for the conversation. Here’s an example of a Facebook post that successfully encouraged follower participation: (Insert example).
  • LinkedIn post: I’m aiming to boost our company’s visibility and thought leadership on LinkedIn by sharing insights on [topic/keyword]. Act as a LinkedIn content specialist with expertise in [field]. Write a concise, professional LinkedIn post about [topic/keyword], using the following supplementary information: (Paste paragraph). The post should be 100-150 words, written in a tone that balances authority with approachability. Reference one key insight or statistic from the supplementary information, and end with a question to encourage comments. Consider how to make the post visually appealing within LinkedIn’s format. Here’s an example of a LinkedIn post that effectively conveys expertise and drives engagement: (Insert example of a well-crafted LinkedIn post).
  • Instagram post ideation: Act as a senior social media manager and help me brainstorm 10 Instagram post ideas for [company event] targeting [target audience]. Each idea should incorporate a different content format (e.g., image, video, carousel).
  • Pin description: Create a Pinterest pin description dedicated to [topic] and [features]. Include the following keywords: [keywords].
  • LinkedIn polls: Give me [number] ideas for LinkedIn polls about [topics] including at least three options for each. Here are [number] examples of what I’m looking for and why I like it: (Insert examples and rationale).
  • Event social posts: Write a short social media post for [social media channels] explaining our holiday hours are [times] and letting people know they can shop online.
  • Topical social posts: Generate [number] post ideas for [social media platforms] for a [company industry] company, focusing on [company-related topics].
  • Pinterest board ideas: I’m expanding our [company type] company’s Pinterest presence to attract more potential customers. Create [number] themed board ideas that showcase our products/services and lifestyle content relevant to our target audience. Here’s more information about our company and audience: (Include supplemental information).
  • Customer success story post: Write a [social media channel] post sharing this inspiring customer success story and how our [product or service] made a positive impact: [customer story].
  • LinkedIn thought leadership: 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].
  • TikTok bio: Write a TikTok biography for my company. Here’s information about my company [company information].
  • Video hook ideas: Give me 10 ideas for TikTok video hooks to grab attention. Here are some hooks I like from other creators: [hooks].
  • Ebook promotion: Write a LinkedIn post promoting our new ebook about [topic]. Describe this in [word count] words or less and include this URL: [website URL].
  • Blog-to-Instagram post conversion: Act as a social media copywriter specializing in Instagram content. Rewrite the following blog post section as an engaging Instagram caption: [paragraph]. The caption should be [length] characters long, use a conversational tone, and include [number] relevant hashtag suggestions. Ensure the content is adapted to suit Instagram’s more casual, visual-first platform while still conveying the key message.
  • Raising awareness: Our brand champions the [name of cause] cause. Give me [number] ideas for a social media challenge on [platform] that raises awareness and encourages user participation in support of the cause. The challenge should incorporate our brand identity and include a call to action for donations or volunteering.
  • Location-based event promotion: We’re participating in a local pop-up market. Craft a social media promotion plan on [platform] targeting local residents. The strategy should use location-based features, influencer partnerships, and interactive elements to attract visitors. Present your plan in the following format: [specify format].
  • Multi-part social post series: Outline a story-driven [number]-part series for [social media platform] for our new [product function] tool, showcasing how it helps our audience of [audience] accomplish [goal]. Incorporate these case studies, customer testimonials, and insights to illustrate the offering’s effectiveness. (Include the relevant materials in your prompt).
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