Best ChatGPT Prompts in 2026 (100+ Tested by Category)

1. Writing Prompts

For blog posts, articles, social media, and general content creation.

Blog Post Outline

You are an expert content strategist. Create a detailed blog post outline for the topic: "[YOUR TOPIC]". Target audience: [AUDIENCE]. The post should be [WORD COUNT] words. Include: a compelling H1 title, meta description (under 160 chars), 5-8 H2 sections with brief descriptions of what each covers, 2-3 H3 subsections under each H2, a conclusion with a clear CTA. Format as a structured outline I can hand to a writer.

Rewrite for Tone

Rewrite the following text in a [TONE: professional/casual/humorous/academic/conversational] tone. Keep the core message and facts identical but adjust the language, sentence structure, and word choice to match the new tone. Maintain the same approximate length. Here's the text:

"[PASTE YOUR TEXT]"

Hook Generator

Generate 10 compelling opening hooks for an article about "[TOPIC]". Use a different technique for each: (1) surprising statistic, (2) provocative question, (3) bold contrarian statement, (4) vivid scenario, (5) personal anecdote template, (6) "imagine if" framework, (7) myth-busting opener, (8) time-pressure opener, (9) social proof opener, (10) challenge-the-reader opener. Each hook should be 1-2 sentences max.

Content Improver

You are a senior editor at a top publication. Review the following draft and provide specific improvements. For each paragraph: (1) identify the weakest sentence and rewrite it, (2) suggest where to add data, examples, or specifics, (3) flag any cliches or vague language. Then provide an overall assessment covering structure, flow, and persuasiveness. Here's the draft:

"[PASTE YOUR DRAFT]"

LinkedIn Post

Write a LinkedIn post about [TOPIC/LESSON/INSIGHT]. Structure: strong hook in the first line (no hashtags here), 3-5 short paragraphs telling a story or sharing an insight, each paragraph 1-2 sentences max, end with a question to drive engagement. Tone: authentic, not salesy. Include a line break between each paragraph. Add 3-5 relevant hashtags at the very end. Target length: 150-200 words.

Headline Generator

Generate 15 headline options for an article about "[TOPIC]". Include a mix of: how-to headlines, list headlines, question headlines, "why" headlines, and data-driven headlines. Target keyword: "[KEYWORD]". Each headline should be under 65 characters for SEO. Rate each headline 1-5 for clickability and explain your rating in a few words.

Product Description

Write a compelling product description for [PRODUCT NAME]. Product details: [KEY FEATURES/SPECS]. Target customer: [WHO]. Price point: [PRICE]. Write three versions: (1) Short — 50 words, benefit-focused for product cards. (2) Medium — 150 words for product pages with features and benefits. (3) Long — 300 words with storytelling, use cases, and a strong CTA. Use sensory language and focus on outcomes, not just features.

Twitter/X Thread

Create a 10-tweet thread about "[TOPIC]". Tweet 1: Strong hook that makes people want to read more (no thread emojis). Tweets 2-9: One key insight per tweet, each standing alone but building on the previous. Use concrete examples and specific numbers where possible. Tweet 10: Summary + CTA (follow, share, or link). Each tweet under 280 characters. Number each tweet (1/10, 2/10, etc.).

Summarizer

Summarize the following text in three formats: (1) One-sentence summary — the core idea in under 30 words. (2) Executive summary — 3-5 bullet points covering the key takeaways. (3) Detailed summary — a 200-word paragraph preserving the main arguments, evidence, and conclusions. Maintain the original author's perspective without adding your own opinions.

"[PASTE TEXT]"

Essay Writer

Write a [WORD COUNT]-word essay on "[TOPIC]". Thesis: [YOUR MAIN ARGUMENT]. Structure: introduction with thesis statement, 3-4 body paragraphs each with a topic sentence and supporting evidence, and a conclusion that reinforces the thesis without simply repeating it. Academic tone. Cite specific examples, studies, or historical precedents where relevant. Avoid generalizations.

Content Repurposer

Take the following blog post and repurpose it into 5 different formats: (1) A LinkedIn post (200 words). (2) A Twitter/X thread (8 tweets). (3) An email newsletter section (150 words). (4) An Instagram caption (100 words with hashtags). (5) A YouTube video script outline (with intro hook, 3 main points, and CTA). Maintain the key message across all formats but adapt the tone and structure for each platform.

"[PASTE BLOG POST]"

SEO Content Brief

Create an SEO content brief for the target keyword "[KEYWORD]". Include: (1) Suggested title tag (under 60 chars) and meta description (under 160 chars). (2) Search intent analysis — what is the searcher trying to accomplish? (3) Recommended word count based on the topic complexity. (4) H2 and H3 heading structure with target keywords naturally integrated. (5) 5-10 related keywords/phrases to include. (6) 3 internal linking opportunities to suggest. (7) Content angle that differentiates from existing results.

2. Coding Prompts

For writing, debugging, reviewing, and explaining code. Also see our best AI coding tools guide.

Code Generator

Write a [LANGUAGE] function that [DESCRIBE WHAT IT DOES]. Requirements: handle edge cases including [LIST EDGE CASES], include input validation, follow [LANGUAGE] best practices and naming conventions. Add JSDoc/docstring comments explaining parameters, return values, and any side effects. Include 3 example usage calls with expected outputs as comments.

Debug Helper

I'm getting this error in my [LANGUAGE] code: "[ERROR MESSAGE]". Here's the relevant code:

```
[PASTE CODE]
```

Please: (1) Explain what's causing the error in plain English. (2) Provide the corrected code with comments marking what changed and why. (3) Suggest how to prevent this type of error in the future. (4) Flag any other potential issues you notice in this code.

Code Reviewer

Review the following [LANGUAGE] code as a senior developer would during a pull request. Evaluate: (1) Correctness — are there bugs or logic errors? (2) Performance — any inefficiencies or unnecessary operations? (3) Security — any vulnerabilities (SQL injection, XSS, etc.)? (4) Readability — naming, structure, comments. (5) Best practices — does it follow [LANGUAGE] idioms? Rate each category 1-5 and provide specific, actionable feedback with code examples for improvements.

```
[PASTE CODE]
```

Unit Test Writer

Write comprehensive unit tests for the following [LANGUAGE] function using [TESTING FRAMEWORK]. Cover: (1) Happy path — normal expected inputs. (2) Edge cases — empty inputs, max values, special characters. (3) Error cases — invalid inputs that should throw/return errors. (4) Boundary conditions. Aim for at least 8 test cases. Use descriptive test names that explain what's being tested.

```
[PASTE FUNCTION]
```

Code Explainer

Explain the following code to me like I'm a [SKILL LEVEL: beginner/intermediate/advanced] developer. Walk through it line by line, explaining: what each section does, why it's written this way (design decisions), any patterns or techniques being used, and how the data flows through the code. Use analogies where helpful.

```
[PASTE CODE]
```

API Integration

Write [LANGUAGE] code to integrate with the [API NAME] API. I need to: [DESCRIBE WHAT YOU WANT TO DO]. Include: proper error handling with retry logic, authentication setup, rate limiting awareness, response parsing into a clean data structure, and example usage. Use [HTTP LIBRARY: axios/fetch/requests/etc.]. Add comments explaining each API call.

Refactorer

Refactor the following code to improve readability, maintainability, and performance. Show the refactored version and explain each change you made and why. Preserve the exact same functionality — the refactored code should produce identical outputs for all inputs. If you'd split this into multiple functions or files, explain the proposed structure.

```
[PASTE CODE]
```

Regex Builder

Create a regex pattern that matches: [DESCRIBE WHAT YOU WANT TO MATCH]. Provide: (1) The regex pattern. (2) A plain-English explanation of each part. (3) 5 strings that SHOULD match (with the matched portion highlighted). (4) 5 strings that should NOT match. (5) The regex in [LANGUAGE] with a code example using it. (6) Any edge cases or limitations of this pattern.

Database Query Builder

Write a [SQL/MongoDB/etc.] query for the following requirement: [DESCRIBE WHAT DATA YOU NEED]. My table/collection structure: [DESCRIBE SCHEMA]. Include: the query itself, an explanation of each clause, performance considerations (indexes needed, potential bottlenecks), and an alternative approach if the dataset is very large (1M+ rows).

Architecture Advisor

I'm building a [TYPE OF APPLICATION]. Requirements: [LIST KEY REQUIREMENTS]. Expected scale: [USERS/DATA/TRAFFIC]. Tech preferences: [LANGUAGES/FRAMEWORKS]. Suggest an architecture covering: (1) High-level system design. (2) Tech stack recommendations with rationale. (3) Database choice and schema approach. (4) API design (REST/GraphQL). (5) Key components and how they interact. (6) Potential scaling challenges and solutions. Keep it practical, not over-engineered.

3. Business Prompts

For strategy, planning, analysis, and professional communication.

Business Plan Generator

Create a lean business plan for [BUSINESS IDEA]. Target market: [WHO]. Revenue model: [HOW YOU MAKE MONEY]. Include: executive summary (200 words), problem statement, solution, target market analysis, competitive landscape (name 3-5 real competitors), revenue model with pricing, go-to-market strategy, key metrics to track, and a 12-month milestone roadmap. Be specific and actionable, not generic.

SWOT Analysis

Conduct a SWOT analysis for [COMPANY/PRODUCT/IDEA]. Context: [BRIEF DESCRIPTION]. For each quadrant (Strengths, Weaknesses, Opportunities, Threats), provide 5-7 specific, actionable points. Then create a strategy matrix: how can strengths exploit opportunities? How can strengths counter threats? How can opportunities address weaknesses? What are the critical weakness-threat combinations to watch? End with the top 3 strategic priorities.

Meeting Agenda

Create a structured meeting agenda for a [DURATION]-minute [TYPE: team standup/strategy session/client kickoff/retrospective] meeting. Purpose: [MEETING GOAL]. Attendees: [ROLES]. Include: time allocations for each section, specific discussion questions, a decision-making framework for any choices to be made, clear action items template, and a follow-up plan. Make it efficient — no fluff.

Competitive Analysis

Analyze the competitive landscape for [YOUR PRODUCT/SERVICE] in the [INDUSTRY] market. Compare against these competitors: [LIST 3-5 COMPETITORS]. For each, analyze: positioning, pricing model, target audience, key features, strengths, weaknesses, and market share (if known). Then identify: gaps in the market none are addressing, potential differentiation strategies for my product, and the biggest competitive threats to watch.

Pitch Deck Outline

Create a 10-slide pitch deck outline for [COMPANY/PRODUCT]. We are raising [AMOUNT] at [STAGE: pre-seed/seed/series A]. Key details: [BRIEF DESCRIPTION, TRACTION, TEAM]. For each slide, provide: the slide title, the key message (one sentence), 3-5 bullet points of content, and a note on what visual/chart to include. Follow the standard VC pitch structure: problem, solution, market, business model, traction, team, ask.

Job Description Writer

Write a job description for a [JOB TITLE] at [COMPANY TYPE]. Include: a compelling 2-3 sentence company intro, role summary focusing on impact (not just tasks), 6-8 key responsibilities, "must-have" qualifications (5-6, keep it realistic), "nice-to-have" qualifications (3-4), compensation range: [RANGE], and benefits. Tone: [professional/startup-casual/corporate]. Avoid gendered language and unnecessary requirements that could limit the candidate pool.

SOW/Proposal Template

Draft a Statement of Work (SOW) for a [TYPE OF PROJECT] project. Client: [CLIENT TYPE]. Scope: [BRIEF DESCRIPTION]. Include: project overview, objectives and success criteria, detailed scope of work with deliverables, timeline with milestones, pricing breakdown, assumptions and dependencies, change request process, and acceptance criteria. Professional tone. Make it thorough enough to prevent scope creep.

Financial Model Questions

Help me build a financial model for [BUSINESS TYPE]. Current metrics: [REVENUE, COSTS, GROWTH RATE]. I need: (1) Revenue projection model for 12 months with assumptions clearly stated. (2) Cost structure breakdown (fixed vs variable). (3) Unit economics (CAC, LTV, payback period) if applicable. (4) Break-even analysis. (5) Key assumptions I should test in sensitivity analysis. Present as a structured table I can recreate in a spreadsheet.

OKR Generator

Create OKRs (Objectives and Key Results) for a [TEAM/DEPARTMENT] for [TIME PERIOD: Q2 2026]. Company context: [BRIEF COMPANY DESCRIPTION AND PRIORITIES]. Generate 3 objectives, each with 3-4 measurable key results. Each key result should have a specific metric and target number. Make them ambitious but achievable. Include a brief note on how each KR would be measured.

Decision Matrix

Help me make a decision between these options: [LIST 2-4 OPTIONS]. Context: [DESCRIBE THE SITUATION]. Create a weighted decision matrix with these criteria: [LIST 4-6 CRITERIA]. For each criterion, assign a weight (1-5 based on importance) and score each option (1-10). Show the weighted scores and totals. Then provide a recommendation with reasoning, including what scenarios would change the recommendation.

4. Marketing Prompts

For campaigns, copywriting, SEO, and growth strategy.

Ad Copy Generator

Write 5 variations of [PLATFORM: Google/Facebook/LinkedIn] ad copy for [PRODUCT/SERVICE]. Target audience: [WHO]. Key value prop: [MAIN BENEFIT]. For each variation, use a different approach: (1) pain-point focused, (2) benefit-focused, (3) social proof, (4) urgency/scarcity, (5) curiosity gap. Include headlines (30 chars for Google, longer for social), descriptions, and CTAs. Mark which variation you'd A/B test first and why.

Landing Page Copy

Write landing page copy for [PRODUCT/SERVICE]. Goal: [SIGNUPS/PURCHASES/DEMOS]. Include: hero headline (under 10 words) + subheadline, 3 key benefits with supporting details, social proof section (suggest what testimonials/stats to include), features section with benefit-oriented descriptions, FAQ section (5 questions), and 2 CTAs (primary and secondary). Use the PAS framework (Problem-Agitate-Solution) for the overall structure.

Content Calendar

Create a 30-day content calendar for [BRAND/COMPANY] on [PLATFORMS: Instagram, LinkedIn, Twitter, etc.]. Industry: [INDUSTRY]. Goals: [AWARENESS/ENGAGEMENT/LEADS]. Include: posting frequency per platform, content themes for each week, specific post ideas with captions and format (carousel, reel, text, etc.), engagement prompts, and 4 "pillar" content pieces that can be repurposed across platforms. Mix educational (40%), entertaining (20%), promotional (20%), and community (20%) content.

Email Sequence

Write a [NUMBER]-email welcome/nurture sequence for [PRODUCT/SERVICE]. Trigger: [WHAT TRIGGERS THE SEQUENCE: signup, download, purchase]. For each email, provide: subject line (A/B variant included), preview text, email body (150-250 words), CTA, and send timing (delay from previous). The sequence should progress from value-giving to soft sell to direct offer. Include a PS line in each email.

Keyword Research Brainstorm

I run a [TYPE OF BUSINESS] targeting [AUDIENCE]. Generate 50 keyword ideas I should target, organized by: (1) High-intent commercial keywords (10) — people ready to buy. (2) Informational keywords (15) — people researching. (3) Comparison keywords (10) — "X vs Y" type. (4) Problem-aware keywords (10) — people describing their pain point. (5) Long-tail question keywords (5) — "how to" and "what is" queries. For each, note estimated search intent (buy/learn/compare) and content format to use (blog/landing page/tool).

Brand Voice Guide

Create a brand voice guide for [BRAND NAME]. We are a [DESCRIPTION]. Our audience is [WHO]. Our brand personality is [3-4 ADJECTIVES]. Include: voice characteristics (what we sound like), tone variations for different contexts (social media, support emails, blog posts, error messages), word choice guidelines (words we use vs. avoid), 3 "we are / we are not" statements, and before/after examples showing generic copy rewritten in our voice. Make it practical enough that any team member can apply it.

Case Study Template

Write a case study based on these details. Client: [CLIENT NAME/TYPE]. Industry: [INDUSTRY]. Challenge: [WHAT PROBLEM THEY HAD]. Solution: [WHAT WE DID]. Results: [KEY METRICS/OUTCOMES]. Structure it as: headline with result, executive summary (3 sentences), challenge section, solution section, results section with specific numbers, client quote placeholder, and a "key takeaways" box. Length: 800-1,000 words. Professional but engaging tone.

A/B Test Ideas

Generate 10 A/B test ideas for [WEBSITE/APP/EMAIL]. Current conversion rate: [RATE]. Goal: [INCREASE SIGNUPS/PURCHASES/CLICKS]. For each test, provide: what to change, the hypothesis (we believe X because Y), the control vs. variant, expected impact (high/medium/low), and effort to implement (easy/medium/hard). Prioritize by expected impact divided by effort. Focus on tests that can run in under 2 weeks.

Customer Persona

Create a detailed customer persona for [PRODUCT/SERVICE]. Include: name, age, job title, company size, goals (professional and personal), challenges/pain points (3-5 specific ones), how they currently solve these problems, where they consume content, what objections they'd have to our product, what would trigger them to search for a solution, and the "aha moment" when they'd realize they need us. Make it specific enough to guide actual marketing decisions, not a generic demographic profile.

Product Launch Plan

Create a product launch plan for [PRODUCT NAME]. Launch date: [DATE]. Budget: [BUDGET]. Target: [FIRST 1,000 USERS/100 SALES/etc.]. Include: pre-launch phase (4 weeks before) with specific daily/weekly tasks, launch day activities, post-launch phase (2 weeks after), channel strategy (which platforms and why), content needed (list every asset), influencer/partnership outreach plan, and metrics to track daily during launch week.

Social Proof Collector

Draft 5 different testimonial request emails I can send to happy customers of [PRODUCT/SERVICE]. Each email should: use a different approach (direct ask, survey-style, specific question, story prompt, results-focused), be under 100 words, include a specific question that guides them toward mentioning [KEY BENEFIT], make it easy to respond (yes/no + short answer format), and feel personal, not automated. Also draft a follow-up template for non-responders.

Competitor Ad Analysis

I've collected these ads from my competitors in [INDUSTRY]: [PASTE AD COPY OR DESCRIBE ADS]. Analyze: (1) What messaging angles are they using? (2) What emotional triggers do they target? (3) What offers/CTAs are most common? (4) What's missing from their messaging that we could exploit? (5) Generate 3 ad concepts that differentiate us by addressing gaps in competitor messaging. Our unique selling point: [USP].

5. Education Prompts

For learning, teaching, and skill development.

Explain Like I'm 5

Explain [COMPLEX TOPIC] in three levels of complexity: (1) Like I'm 5 years old — use everyday analogies and simple words. (2) Like I'm a high school student — introduce proper terminology with clear definitions. (3) Like I'm a professional entering this field — focus on nuances, common misconceptions, and practical applications. For each level, keep it under 150 words.

Study Plan Creator

Create a [DURATION: 4-week/3-month/etc.] study plan to learn [SUBJECT/SKILL]. My current level: [BEGINNER/INTERMEDIATE]. Available study time: [HOURS PER WEEK]. Learning style preference: [READING/VIDEO/HANDS-ON]. Include: weekly goals, specific resources (free where possible), practice exercises, milestones to measure progress, and a mini-project at the end to apply everything. Prioritize the 20% of the topic that covers 80% of practical use cases.

Socratic Tutor

Act as a Socratic tutor teaching me [SUBJECT]. Instead of giving me answers directly, guide me to understand through questions. Start with a foundational question about [SPECIFIC TOPIC]. When I answer, respond with a follow-up question that either deepens my understanding if I'm correct, or gently redirects if I'm off track. After every 3-4 exchanges, briefly summarize what I've learned so far. Keep your questions focused and progressively more challenging.

Quiz Generator

Create a 20-question quiz on [TOPIC] for [LEVEL: beginner/intermediate/advanced] learners. Mix: 10 multiple choice (4 options each), 5 true/false with explanation required, and 5 short answer. Progress from easier to harder. For each question, provide the correct answer AND a brief explanation of why it's correct and why the wrong options are wrong. Include 2-3 trick questions that test common misconceptions.

Concept Mapper

Create a concept map for [SUBJECT/TOPIC]. Identify: the 10-15 core concepts, how they relate to each other (use arrows with relationship labels), which concepts are prerequisites for others, and 2-3 real-world examples for each concept. Present it as a structured text hierarchy that I could convert into a visual diagram. Then suggest an order to learn these concepts based on their dependencies.

Flashcard Creator

Create 30 flashcards for studying [TOPIC]. Format each as: Front: [question or term] | Back: [answer or definition + one example]. Mix: 10 definition/vocabulary cards, 10 concept application cards (scenarios where you apply the concept), and 10 comparison cards (how concept A differs from concept B). Order them from foundational to advanced. Make the "back" answers concise — under 50 words each.

Debate Partner

I want to practice debating the topic: "[TOPIC]". I will argue [FOR/AGAINST]. You argue the opposite position. Rules: (1) Each response should be 2-3 paragraphs max. (2) Use specific evidence, examples, and logical reasoning. (3) Address my arguments directly before making new points. (4) Steelman my position when acknowledging it. After 4 exchanges, step out of character and evaluate both sides objectively, noting the strongest arguments from each side.

Book Summary

Provide a comprehensive summary of the book "[BOOK TITLE]" by [AUTHOR]. Include: (1) Core thesis in 2-3 sentences. (2) Chapter-by-chapter key takeaways (3-5 bullet points per chapter). (3) The 5 most actionable ideas from the book. (4) Who should read this book and who should skip it. (5) How this book relates to or differs from [RELATED BOOK/AUTHOR]. (6) 3 questions for reflection after reading.

Language Practice

Act as a [LANGUAGE] conversation partner. My level: [BEGINNER/INTERMEDIATE/ADVANCED]. Topic: [TOPIC TO DISCUSS]. Rules: (1) Speak in [LANGUAGE] and provide an English translation in parentheses. (2) When I make a grammar or vocabulary mistake, gently correct it and explain the rule. (3) Introduce 2-3 new vocabulary words naturally in each response and highlight them. (4) Ask me questions to keep the conversation going. (5) Occasionally use an idiom and explain its meaning.

Lesson Plan

Create a lesson plan for teaching [TOPIC] to [AUDIENCE: middle school students/college students/professionals]. Duration: [TIME]. Include: learning objectives (3-4 measurable ones), warm-up activity (5 min), main instruction with 2-3 teaching methods, group activity or exercise, individual practice, assessment method, and materials needed. Incorporate at least one interactive element and one visual aid. End with homework or further reading suggestions.

6. Research Prompts

For analysis, investigation, and synthesis of information. For research-specific AI, try Perplexity.

Literature Review

Help me structure a literature review on [TOPIC]. I'm writing for [PURPOSE: thesis/paper/report]. (1) Identify the 5-7 major themes or sub-topics within this field. (2) For each theme, suggest what types of sources to look for and key authors/theories. (3) Create a framework for organizing the review (chronological, thematic, or methodological). (4) Draft an introduction paragraph that establishes why this topic matters. (5) Suggest gaps in the literature I should highlight. Note: Please clearly state when you're providing general knowledge vs. specific citations that I should verify.

Pro/Con Analysis

Provide a thorough pro/con analysis of [TOPIC/DECISION]. Context: [YOUR SITUATION]. List 8-10 pros and 8-10 cons. For each point: (1) State the argument clearly. (2) Provide supporting evidence or reasoning. (3) Rate its significance (high/medium/low). (4) Note any conditions under which this pro/con would be more or less relevant. Conclude with a balanced assessment — under what circumstances would you recommend for/against, and what additional information would help make a better decision?

Trend Analyzer

Analyze current trends in [INDUSTRY/FIELD]. Cover: (1) 5 macro trends shaping the industry. (2) 5 emerging micro trends that few are talking about yet. (3) Technologies driving change. (4) Consumer/user behavior shifts. (5) Regulatory or policy changes to watch. (6) Predictions for the next 12-24 months. For each trend, rate confidence level (established/emerging/speculative) and potential impact (high/medium/low). Note: Base analysis on patterns observable up to your knowledge cutoff and flag if information may be outdated.

Research Question Refiner

I'm researching [BROAD TOPIC]. Help me refine this into a specific, answerable research question. (1) Identify 5 specific research questions within this topic, ranging from narrow to broad. (2) For each, evaluate: Is it specific enough? Is it answerable with available data? Is it significant enough to matter? (3) Suggest the methodology best suited for each question. (4) Recommend which question to pursue based on [MY CONSTRAINTS: time, access to data, academic level].

Counter-Argument Generator

I'm arguing that [YOUR THESIS]. Generate the 7 strongest counter-arguments someone could make against this position. For each counter-argument: (1) State it as compellingly as possible (steelman it). (2) Provide evidence or reasoning that supports it. (3) Rate how damaging it is to my thesis (1-10). (4) Suggest how I could respond to or preemptively address it. Help me make my argument airtight by stress-testing it.

Data Interpreter

Interpret the following data/statistics for me: [PASTE DATA OR DESCRIBE FINDINGS]. Context: [WHERE THE DATA CAME FROM AND WHY YOU'RE LOOKING AT IT]. Tell me: (1) What story does this data tell? (2) What are the 3 most significant findings? (3) What correlations or patterns do you see? (4) What does this data NOT tell us (limitations)? (5) What additional data would strengthen or challenge these findings? (6) How would you present these findings to a non-technical audience?

Survey Designer

Design a survey to measure [WHAT YOU WANT TO LEARN]. Target respondents: [WHO]. Desired sample size: [NUMBER]. Create 15-20 questions covering: demographics (3-4 questions), behavior (4-5 questions), attitudes/opinions (4-5 questions using Likert scales), and open-ended (2-3 questions). For each question, specify the response type (multiple choice, scale, open text) and why it's included. Order questions from easy to complex. Estimate completion time.

Executive Briefing

Create an executive briefing on [TOPIC] for [AUDIENCE: CEO/board/investors/team]. The briefing should be scannable in under 3 minutes. Structure: (1) Situation summary — 3 sentences max. (2) Key findings — 4-5 bullet points with data. (3) Implications — what this means for our business. (4) Recommendations — 3 specific actions with owner and timeline. (5) Risks of inaction. (6) Next steps. Use bold for key terms. No jargon unless industry-standard.

Historical Analysis

Analyze the historical context around [EVENT/TOPIC/PERIOD]. Cover: (1) What led to this — root causes and contributing factors. (2) Key players and their motivations. (3) Timeline of critical events. (4) Immediate and long-term consequences. (5) How historians/experts disagree about interpreting this. (6) Lessons applicable to current situations. Cite specific dates, names, and facts. Distinguish between established historical consensus and debated interpretations.

Methodology Advisor

I need to study/measure [RESEARCH QUESTION]. Constraints: [TIME, BUDGET, ACCESS TO DATA]. Recommend the best research methodology. Compare 3 approaches: (1) Quantitative option. (2) Qualitative option. (3) Mixed-methods option. For each: describe the method, explain pros/cons for my specific question, estimate time and cost, identify potential biases, and suggest how to validate results. Recommend one with justification.

7. Creative Prompts

For storytelling, brainstorming, and creative projects.

Story Starter

Write the opening 500 words of a [GENRE: sci-fi/thriller/romance/literary fiction] short story. Setting: [WHERE AND WHEN]. Main character: [BRIEF DESCRIPTION]. Central conflict: [WHAT'S AT STAKE]. Use [FIRST/THIRD] person perspective. Start in media res (in the middle of action). Establish voice, mood, and tension in the first paragraph. End the excerpt at a moment that creates a strong urge to keep reading.

Brainstorm Facilitator

I need creative ideas for [CHALLENGE/PROJECT]. Generate 20 ideas using these frameworks: (1) 5 conventional/safe ideas. (2) 5 unconventional ideas that challenge assumptions. (3) 5 "what if" ideas (combine unrelated concepts). (4) 5 "10x" ideas (what if budget/time were unlimited?). For each idea, give a one-line description and rate feasibility (1-5) and originality (1-5). Then pick the 3 most promising and flesh them out with implementation steps.

Character Developer

Create a detailed character profile for a [ROLE IN STORY] in a [GENRE] story. Include: full name and nicknames, age and appearance (distinctive details, not generic), background and formative experiences, personality traits (3 strengths, 3 flaws), speech patterns and vocabulary level, what they want (external goal) vs. what they need (internal growth), their biggest fear and how it drives their behavior, a signature habit or mannerism, and how they'd react in a crisis. Make them feel like a real person, not a stereotype.

Dialogue Writer

Write a dialogue scene between [CHARACTER A] and [CHARACTER B]. Context: [SITUATION]. Subtext: [WHAT THEY'RE REALLY ARGUING ABOUT]. Tone: [TENSE/HUMOROUS/EMOTIONAL]. Rules: each character should have a distinct voice, no character should say exactly what they mean (use subtext), include action beats between dialogue lines, the conversation should escalate or shift by the end, and keep it under 500 words. The reader should understand the power dynamic between these characters purely from the dialogue.

Name Generator

Generate 20 name options for a [PRODUCT/COMPANY/CHARACTER/BAND/PROJECT]. Requirements: [ANY CONSTRAINTS: industry, tone, length, must include certain sounds]. For each name: (1) The name itself. (2) Why it works (sound, meaning, associations). (3) Potential domain availability hint (is [name].com likely taken?). (4) Tagline pairing suggestion. Organize into categories: safe/professional, creative/unique, bold/disruptive, and playful/memorable.

World Builder

Build a detailed fictional world for a [GENRE] story. Starting concept: [YOUR SEED IDEA]. Develop: (1) Physical environment — geography, climate, key locations. (2) Society — political structure, social classes, culture. (3) Economy — what drives trade and wealth. (4) Technology/magic system — rules and limitations. (5) History — 3-5 pivotal events that shaped this world. (6) Current conflict — what tension exists right now. (7) 3 unique details that make this world feel different from generic settings. Keep it internally consistent.

Poetry Generator

Write a poem about [THEME/SUBJECT]. Style: [FORM: free verse/sonnet/haiku/limerick/spoken word]. Mood: [MELANCHOLIC/JOYFUL/CONTEMPLATIVE/FIERCE]. Use: concrete imagery (not abstract statements), at least 2 metaphors, sensory details (not just visual), and a turn or shift in perspective near the end. Length: [NUMBER] lines/stanzas. Avoid cliches like "heart of gold" or "tears like rain." Make every word earn its place.

Plot Twist Generator

My story so far: [BRIEF PLOT SUMMARY]. Characters: [KEY CHARACTERS]. Generate 7 potential plot twists, ranging from subtle to dramatic. For each: (1) The twist itself (2-3 sentences). (2) How to plant foreshadowing earlier in the story. (3) How it changes the reader's understanding of previous events. (4) Rate it on surprise (1-5) and emotional impact (1-5). Ensure each twist is earned (not random) and respects the story's internal logic.

Screenplay Scene

Write a screenplay scene in proper format. Setting: [LOCATION, TIME OF DAY]. Characters: [WHO'S IN THE SCENE]. Scene purpose: [WHAT NEEDS TO HAPPEN PLOT-WISE]. Emotional arc: [HOW SHOULD THE AUDIENCE FEEL AT START vs END]. Include: slug line, action descriptions (visual, not novelistic), dialogue with character-specific voice, and parentheticals only when tone is unclear from words alone. Length: 2-3 pages (approximately 2-3 minutes of screen time).

Analogy Creator

Create 10 analogies to explain [COMPLEX CONCEPT] to [AUDIENCE: general public/executives/students/children]. Each analogy should use a different domain (sports, cooking, nature, music, construction, relationships, gaming, etc.). For each: (1) The analogy in 2-3 sentences. (2) Where the analogy holds up. (3) Where the analogy breaks down (its limitations). Rate each for clarity (1-5) and memorability (1-5). Highlight the best one for a presentation context.

8. Productivity Prompts

For planning, organizing, and optimizing your workflow.

Weekly Planner

Help me plan my week. My priorities: [LIST TOP 3-5 PRIORITIES]. Recurring commitments: [MEETINGS, DEADLINES]. Available hours: [HOURS PER DAY]. Create a day-by-day plan (Mon-Fri) that: batches similar tasks together, puts deep work in my peak energy hours ([MORNING/AFTERNOON]), includes buffer time for unexpected tasks, has a daily "must complete" item, and ends each day with a 15-minute review/prep for tomorrow. Format as a clean table.

Meeting Notes Processor

Process these meeting notes into an actionable format. Here are my raw notes:

"[PASTE NOTES]"

Create: (1) Meeting summary (3-4 sentences). (2) Key decisions made (bulleted). (3) Action items with owner and deadline (table format: task | owner | due date | status). (4) Open questions that still need resolution. (5) Topics deferred to next meeting. (6) A draft follow-up email to attendees summarizing the above (under 200 words).

Goal Breakdown

Break down this goal into actionable steps: "[YOUR GOAL]". Timeline: [DEADLINE]. Current situation: [WHERE YOU ARE NOW]. Create: (1) 4-6 major milestones with target dates. (2) Under each milestone, 3-5 specific tasks with estimated time. (3) Dependencies — which tasks must be completed before others can start. (4) Potential obstacles and mitigation strategies. (5) Weekly check-in questions to assess progress. (6) Definition of "done" — how I'll know the goal is achieved. Make each task specific enough to start immediately.

SOP Writer

Create a Standard Operating Procedure (SOP) for [PROCESS]. This SOP should enable someone unfamiliar with the task to complete it correctly. Include: purpose and scope, prerequisites (access, tools, knowledge needed), step-by-step instructions (numbered, with screenshots placeholder notes), common errors and how to avoid them, quality checks at key stages, troubleshooting section for frequent issues, and a revision history table. Write at a level appropriate for [AUDIENCE].

Decision Journal

Help me think through this decision: [DESCRIBE THE DECISION]. Using a structured decision journal format, help me document: (1) What exactly am I deciding? (state it precisely) (2) What are my options? (list all, including "do nothing") (3) What matters most to me in this decision? (values/criteria) (4) What do I know? What am I uncertain about? (5) What would I advise a friend in this situation? (6) What's the worst realistic outcome of each option? (7) Will this matter in 10 minutes? 10 months? 10 years? (8) What's my gut saying and why? End with a clear recommendation.

Habit Tracker Design

I want to build these habits: [LIST 3-5 HABITS]. My current routine: [DESCRIBE YOUR DAY]. Design a habit-building plan using behavioral science: (1) For each habit, define the specific behavior (not vague), the trigger/cue, the minimum viable version (2-minute rule), and the reward. (2) Stack habits onto existing routines. (3) Create an accountability system. (4) Design a tracking method. (5) Plan for obstacles (what happens when you miss a day). (6) Provide a 30-day progression plan that gradually increases difficulty.

Delegation Template

Help me delegate this task effectively: [DESCRIBE TASK]. I'm delegating to: [ROLE/PERSON]. Create a delegation brief that includes: (1) Task description and purpose (why this matters). (2) Expected outcome and quality standards. (3) Deadline and milestones. (4) Resources and access they'll need. (5) Boundaries — what they can decide vs. what needs my approval. (6) Check-in schedule. (7) What "done" looks like. Write it as a message I can send directly to them.

Prioritizer (Eisenhower Matrix)

Help me prioritize my task list using the Eisenhower Matrix. Here are my current tasks:

[LIST ALL YOUR TASKS]

For each task, categorize it into: (1) DO FIRST — urgent and important. (2) SCHEDULE — important but not urgent. (3) DELEGATE — urgent but not important. (4) ELIMINATE — neither urgent nor important. Explain your reasoning for borderline items. Then suggest a sequence for the "Do First" items based on energy required and dependencies. Flag any tasks that seem like they're missing from this list based on common responsibilities for [YOUR ROLE].

Presentation Outliner

Create a presentation outline for [TOPIC]. Audience: [WHO]. Duration: [MINUTES]. Goal: [WHAT SHOULD THE AUDIENCE DO/FEEL/KNOW AFTER]. Structure: (1) Opening hook that grabs attention in the first 30 seconds. (2) Agenda/overview slide. (3) 3-5 main sections with key message and supporting data for each. (4) Transition sentences between sections. (5) Strong closing with clear CTA. (6) Backup slides for anticipated questions. For each slide, note: headline (not a topic, a message), key visual/chart to use, and speaker notes (what to say, not what's on the slide).

Retrospective Facilitator

Help me run a retrospective for [PROJECT/SPRINT/QUARTER]. Team size: [NUMBER]. Duration: [TIME]. What happened: [BRIEF SUMMARY OF PERIOD]. Create: (1) 3 alternative retro formats to choose from (not just "what went well/what didn't"). (2) Specific prompting questions for each format. (3) A voting/prioritization method for identified issues. (4) Action item template (what, who, when, how we'll measure). (5) A follow-up plan to ensure action items don't get forgotten. Make it psychologically safe — include tips for encouraging honest feedback.

9. Data Analysis Prompts

For spreadsheets, datasets, and analytical thinking. Best with ChatGPT Code Interpreter or Claude with file uploads.

CSV/Excel Analyzer

I've uploaded a [CSV/Excel] file containing [DESCRIBE YOUR DATA]. Please: (1) Summarize the dataset — rows, columns, data types, missing values. (2) Calculate key statistics for numerical columns (mean, median, min, max, std dev). (3) Identify the top 5 most interesting patterns or correlations. (4) Create 3 visualizations that best tell the story of this data. (5) Highlight any outliers or data quality issues. (6) Suggest 3 additional analyses that would be valuable. Present findings as an executive summary, then details.

Excel Formula Helper

I need an Excel/Google Sheets formula that [DESCRIBE WHAT YOU WANT TO CALCULATE]. My data structure: [DESCRIBE: column A has X, column B has Y, etc.]. Provide: (1) The formula with cell references. (2) A plain-English explanation of how it works. (3) An alternative approach using a different formula. (4) How to handle common errors (N/A, division by zero, blank cells). (5) If the task is complex, suggest a helper column approach instead of one monster formula.

Dashboard Designer

Design a dashboard for monitoring [WHAT: sales/marketing/product/operations] performance. Audience: [WHO VIEWS THIS]. Data sources: [WHAT DATA IS AVAILABLE]. Include: (1) 4-6 KPIs with definitions and target values. (2) Chart type recommendation for each metric (and why that chart type). (3) Layout suggestion (what goes above the fold). (4) Filter/drill-down capabilities needed. (5) Refresh frequency. (6) Alert thresholds — when should this dashboard trigger a notification? Prioritize actionability over comprehensiveness.

SQL Query Optimizer

Optimize this SQL query for performance. The query runs on a table with [NUMBER] rows. Current execution time: [TIME]. Database: [MySQL/PostgreSQL/etc.].

```sql
[PASTE YOUR QUERY]
```

Provide: (1) Optimized version with explanation of each change. (2) Index recommendations. (3) Estimated improvement. (4) Alternative query approaches that might be faster. (5) Any caching strategies to consider.

A/B Test Analyzer

Analyze my A/B test results. Test: [WHAT WAS TESTED]. Duration: [HOW LONG]. Control: [SAMPLE SIZE and CONVERSION RATE]. Variant: [SAMPLE SIZE and CONVERSION RATE]. Calculate: (1) Statistical significance (is this result reliable?). (2) Confidence interval. (3) Effect size and practical significance. (4) How much longer the test should run if not yet significant. (5) Recommendation: ship, iterate, or kill the variant. (6) Potential confounding factors to consider.

Cohort Analysis

Help me set up a cohort analysis for [PRODUCT/SERVICE]. Goal: understand [RETENTION/REVENUE/ENGAGEMENT] over time. Data available: [DESCRIBE YOUR DATA]. Guide me through: (1) How to define cohorts (weekly/monthly, by acquisition channel, etc.). (2) What metrics to track for each cohort. (3) How to structure the data in a spreadsheet or SQL query. (4) How to interpret the results — what patterns to look for. (5) Benchmarks — what's "good" retention for [INDUSTRY].

Forecast Model

Help me create a forecast for [METRIC: revenue/users/traffic/etc.]. Historical data: [SHARE DATA POINTS OR DESCRIBE TREND]. Create: (1) Base case forecast for the next [TIME PERIOD]. (2) Optimistic and pessimistic scenarios with assumptions. (3) Key variables that would most impact the forecast. (4) Confidence level in the prediction and why. (5) A simple formula or model I can use in a spreadsheet to update this forecast as new data comes in. State your assumptions clearly.

Data Cleaning Guide

I have a messy dataset that needs cleaning. Issues I've noticed: [DESCRIBE PROBLEMS: duplicates, inconsistent formatting, missing values, etc.]. Dataset: [DESCRIBE STRUCTURE]. For each issue, provide: (1) How to detect it systematically (formula or code). (2) Recommended fix (with decision rules for ambiguous cases). (3) Python/pandas code OR Excel steps to implement the fix. (4) How to validate that the cleaning worked. (5) A data quality report template I can reuse. Prioritize fixes by impact on analysis accuracy.

10. Email Prompts

For professional emails, cold outreach, and communication.

Cold Outreach Email

Write a cold email to [RECIPIENT ROLE] at [COMPANY TYPE]. Purpose: [WHAT YOU WANT: meeting/demo/partnership]. My company: [BRIEF DESCRIPTION]. Value proposition: [WHAT'S IN IT FOR THEM]. Keep it under 125 words. Structure: personalized opening line (reference something specific about their company), 2-sentence pitch focusing on their problem not your product, social proof (one line), clear CTA with a specific next step, and a PS line. Write 3 variations with different approaches. No "I hope this email finds you well."

Follow-Up Email

Write a follow-up email for [CONTEXT: after a meeting/after no response/after sending proposal]. Previous interaction: [WHAT HAPPENED]. Goal: [WHAT YOU WANT TO HAPPEN NEXT]. Tone: [PROFESSIONAL/CASUAL/URGENT]. Keep it under 100 words. Don't be passive-aggressive or apologetic. Add new value (insight, resource, or update) rather than just "checking in." Include a clear, easy-to-accept CTA. Write 2 variants: one for a warm contact and one for someone you've only met once.

Difficult Conversation Email

Help me write a professional email about a difficult situation: [DESCRIBE THE SITUATION: scope creep/missed deadline/pricing disagreement/feedback/termination]. Relationship: [CLIENT/COLLEAGUE/VENDOR/MANAGER]. What I need to communicate: [THE HARD PART]. What I want to preserve: [RELATIONSHIP/REPUTATION/NEXT STEPS]. Write the email using nonviolent communication principles: observation (what happened, without judgment), impact (how it affects the project/relationship), request (what you need going forward). Keep it factual, empathetic, and solution-oriented. Under 200 words.

Thank You / Appreciation

Write a genuine thank-you email to [WHO] for [WHAT THEY DID]. Context: [RELATIONSHIP AND SITUATION]. Make it specific — reference exactly what they did and the impact it had. Avoid generic phrases like "I really appreciate everything you've done." Keep it warm but professional, under 100 words. Include one forward-looking line about how you'll build on their help. Don't over-compliment. Provide 2 versions: one formal, one casual.

Newsletter Email

Write a newsletter email for [BRAND/COMPANY]. Topic this week: [MAIN TOPIC]. Secondary items: [2-3 OTHER THINGS TO MENTION]. Structure: catchy subject line (A/B variant), brief personal intro (2-3 sentences), main content section with valuable insight (not just news summary), 2-3 quick links with one-line descriptions, CTA, and sign-off. Tone: [PROFESSIONAL/CONVERSATIONAL/EDUCATIONAL]. Target length: 300-400 words. Make it feel like it's from a person, not a brand.

Salary Negotiation Email

Draft a salary negotiation email for [SITUATION: new job offer/annual review/promotion]. Current/offered salary: [AMOUNT]. Target salary: [AMOUNT]. My leverage: [KEY ACCOMPLISHMENTS, MARKET DATA, COMPETING OFFERS]. Write a professional, confident email that: opens with enthusiasm about the role/company, makes the case with 2-3 specific data points (accomplishments with metrics), states the ask clearly, and ends with flexibility ("I'm open to discussing the total compensation package"). Under 200 words. No apologetic language. Include a subject line.

Client Update Email

Write a project status update email to [CLIENT/STAKEHOLDER]. Project: [NAME]. Period: [THIS WEEK/MONTH]. Format: (1) TL;DR — one sentence project health status (green/yellow/red and why). (2) Completed this period (3-5 bullets). (3) In progress (2-3 items with expected completion). (4) Blockers or risks (if any, with proposed mitigation). (5) Decisions needed from them (if any, with deadline). (6) Next steps for upcoming period. Keep it scannable — busy people read the TL;DR and bullets. Under 200 words.

Apology/Correction Email

Write a professional apology email for [WHAT WENT WRONG: missed deadline/error in deliverable/billing mistake/service outage]. Recipient: [WHO]. Impact: [HOW IT AFFECTED THEM]. Structure: (1) Acknowledge the issue directly (no "mistakes were made" passive voice). (2) Take responsibility without over-explaining. (3) Explain what caused it (briefly — one sentence). (4) Describe the fix/remediation already in progress. (5) Explain what you're doing to prevent recurrence. (6) Offer compensation if appropriate. Under 150 words. Sincere but not groveling.

Introduction/Referral Email

Write a double opt-in introduction email connecting [PERSON A - ROLE] with [PERSON B - ROLE]. Context: [WHY THEY SHOULD MEET]. I know Person A from [CONTEXT] and Person B from [CONTEXT]. Write two emails: (1) The permission email to Person A/B asking if they'd like the intro (under 75 words). (2) The introduction email itself (under 100 words) with: who each person is (one sentence each), why I think they should connect (specific mutual benefit), and a suggested next step. Keep it brief — the best intro emails are under 5 sentences.

Out-of-Office Reply

Write an out-of-office auto-reply for [CONTEXT: vacation/parental leave/conference/sabbatical]. Duration: [DATES]. Emergency contact: [NAME AND EMAIL]. Write 3 versions: (1) Standard professional — covers dates, return date, who to contact, under 75 words. (2) Friendly/personality-filled — same info but with some character, still professional. (3) Minimal — under 30 words, just the essentials. All three should set clear expectations about response time and provide an alternative contact for urgent matters.