How many free AI prompts does ToolChase offer?

ToolChase offers 200 free, tested AI prompts across 13 categories: Writing, Marketing, Coding, Business, Education, Creative, Productivity, Seo, Data, Hr, Design, Research, Customer Support. All prompts are copy-paste ready and work with ChatGPT, Claude, Gemini, and other AI assistants.

What categories of AI prompts are available?

The prompt library includes 13 categories: Business (23 prompts), Coding (21 prompts), Creative (19 prompts), SEO (18 prompts), Marketing (18 prompts), Data (16 prompts), Education (15 prompts), Productivity (14 prompts), Writing (14 prompts), Design (14 prompts), Customer Support (11 prompts), HR (9 prompts), Research (8 prompts). Each prompt is tested and includes the difficulty level and compatible AI tools.

Are these AI prompts free to use?

Yes, all 200 prompts in the ToolChase library are completely free. No signup required. You can copy any prompt and use it for personal or commercial purposes.

Free Resource

AI Prompt Library

200 tested prompts you can copy and paste into any AI tool. Organized by category.

🔍

Showing 200 of 200 prompts

Blog Post Outline Generator

writing Any AI Beginner

 Create a detailed outline for a blog post about [TOPIC]. Include an engaging title, H2 and H3 headings, key points under each section, a compelling introduction hook, and a conclusion with a call to action. Target audience: [AUDIENCE]. Tone: [TONE]. 

Email Newsletter Writer

writing ChatGPT / Claude Beginner

 Write a weekly email newsletter about [TOPIC] for [AUDIENCE]. Include: a catchy subject line (under 50 chars), a personal opening paragraph, 3 key insights or tips with brief explanations, one curated resource recommendation, and a clear CTA. Keep total length under 400 words. Tone: conversational and valuable. 

Product Description Creator

writing Any AI Beginner

 Write a compelling product description for [PRODUCT NAME]. Details: [KEY FEATURES]. Target customer: [AUDIENCE]. Include: a benefit-driven headline, 3-4 short paragraphs covering pain points solved, key features as benefits, social proof elements, and a clear CTA. Optimize for SEO with natural keyword placement. Tone: [TONE]. 

Social Media Thread Writer

writing ChatGPT / Claude Intermediate

 Create a viral Twitter/X thread (10 tweets) about [TOPIC]. Requirements: Tweet 1 = strong hook with a bold claim or question. Tweets 2-9 = one actionable insight each with specific examples. Tweet 10 = summary + CTA to follow. Use short sentences. Add a relevant emoji per tweet. No hashtags in the thread body. 

Landing Page Copy Framework

marketing Claude / ChatGPT Intermediate

 Write landing page copy for [PRODUCT/SERVICE] using the PAS (Problem-Agitate-Solution) framework. Include: Hero headline (under 10 words) + subheadline, Problem section (3 pain points), Agitation (consequences of not solving), Solution (how product solves it), 3 key benefits with icons, Social proof section, FAQ (5 questions), Final CTA. Target audience: [AUDIENCE]. 

SEO Meta Description Generator

marketing Any AI Beginner

 Write 5 variations of an SEO meta description for a page about [TOPIC]. Requirements: Each must be 150-160 characters. Include the primary keyword [KEYWORD] naturally. Include a clear value proposition. End with a CTA or benefit. Make each variation unique in approach (question, statistic, benefit-led, urgency, social proof). 

Cold Email Sequence (3-part)

marketing Claude / ChatGPT Advanced

 Write a 3-email cold outreach sequence for [PRODUCT/SERVICE] targeting [ROLE] at [COMPANY TYPE]. Email 1: Personalized opener + one key pain point + soft CTA (reply to learn more). Email 2: Follow-up with a specific case study or data point + social proof + CTA. Email 3: Breakup email with a final compelling reason + easy yes/no CTA. Keep each email under 100 words. Subject lines under 40 chars. 

Ad Copy A/B Test Generator

marketing ChatGPT Intermediate

 Generate 5 ad copy variations for [PRODUCT] on [PLATFORM: Google/Facebook/LinkedIn]. For each variation, provide: Headline (platform-specific length), Description, CTA button text. Approaches: 1) Benefit-focused, 2) Problem-focused, 3) Social proof, 4) Urgency/scarcity, 5) Question-based. Target audience: [AUDIENCE]. Budget range: [BUDGET]. 

Code Review Assistant

coding Claude / ChatGPT Intermediate

 Review the following code for: 1) Bugs and potential errors, 2) Security vulnerabilities, 3) Performance issues, 4) Code style and readability, 5) Best practices violations. For each issue found, explain: what the problem is, why it matters, and provide the corrected code. Rate overall code quality 1-10.

```[LANGUAGE]
[PASTE CODE HERE]
``` 

API Design Specification

coding Claude Advanced

 Design a RESTful API for [SYSTEM/FEATURE]. Include: 1) List of endpoints (method, path, description), 2) Request/response schemas (JSON), 3) Authentication approach, 4) Error handling format, 5) Rate limiting strategy, 6) Pagination approach. Follow OpenAPI 3.0 conventions. Include example requests and responses for each endpoint. 

Debug This Error

coding Claude / ChatGPT Beginner

 I am getting this error in my [LANGUAGE/FRAMEWORK] project:

Error: [PASTE ERROR MESSAGE]

Relevant code:
```
[PASTE CODE]
```

Environment: [OS, runtime version, package versions]

What I have tried: [LIST ATTEMPTS]

Please: 1) Explain what causes this error, 2) Provide the fix with corrected code, 3) Explain why the fix works, 4) Suggest how to prevent this in the future. 

Database Schema Designer

coding Claude Advanced

 Design a database schema for [APPLICATION TYPE] with the following entities: [LIST ENTITIES]. For each table provide: table name, columns (name, type, constraints), primary keys, foreign keys, indexes. Include: 1) An ER diagram description, 2) Explanation of normalization decisions, 3) Sample queries for common operations, 4) Migration SQL statements. Use [PostgreSQL/MySQL/SQLite]. 

SWOT Analysis Generator

business Claude / ChatGPT Intermediate

 Conduct a comprehensive SWOT analysis for [COMPANY/PRODUCT] in the [INDUSTRY] market. For each quadrant (Strengths, Weaknesses, Opportunities, Threats), provide: 5-7 specific points with brief explanations. Then provide: 1) SO strategies (use strengths to capture opportunities), 2) WO strategies (overcome weaknesses via opportunities), 3) ST strategies (use strengths to counter threats), 4) WT strategies (minimize weaknesses and avoid threats). Format as a clear matrix. 

Meeting Agenda & Follow-up

business Any AI Beginner

 Create a structured meeting agenda for a [MEETING TYPE: standup/planning/review/brainstorm] with [NUMBER] participants about [TOPIC]. Include: 1) Meeting objective (1 sentence), 2) Pre-meeting prep for attendees, 3) Timed agenda items (total: [DURATION] minutes), 4) Discussion questions for each item, 5) Template for meeting notes, 6) Follow-up email template with action items format. 

Competitive Analysis Framework

business Claude / ChatGPT Advanced

 Conduct a competitive analysis of [YOUR COMPANY] against [COMPETITOR 1], [COMPETITOR 2], and [COMPETITOR 3]. Analyze: 1) Product/service comparison (features, quality, UX), 2) Pricing strategies, 3) Market positioning, 4) Target audience overlap, 5) Marketing channels used, 6) Strengths and weaknesses of each, 7) Market gaps and opportunities. Present as a comparison matrix + strategic recommendations. 

Lesson Plan Creator

education Claude / ChatGPT Intermediate

 Create a detailed lesson plan for teaching [TOPIC] to [GRADE LEVEL/AUDIENCE]. Duration: [TIME]. Include: 1) Learning objectives (3-5, measurable), 2) Materials needed, 3) Warm-up activity (5 min), 4) Main instruction with scaffolding, 5) Guided practice activity, 6) Independent practice, 7) Assessment method, 8) Differentiation for advanced and struggling learners, 9) Homework/extension activity. 

Study Guide Generator

education Any AI Beginner

 Create a comprehensive study guide for [SUBJECT/TOPIC] at [LEVEL] level. Include: 1) Key concepts with clear definitions, 2) Important formulas/rules/dates, 3) Concept map showing relationships, 4) 10 practice questions (mix of difficulty), 5) Answer key with explanations, 6) Common mistakes to avoid, 7) Memory aids/mnemonics, 8) Recommended study schedule. 

Character Development Workshop

creative Claude / ChatGPT Intermediate

 Create a detailed character profile for a [GENRE] story. Include: Name, age, appearance (3 distinctive features), Background (childhood, key life events), Personality (Myers-Briggs type, 3 strengths, 3 flaws), Motivation (what they want + what they need), Voice (speech patterns, favorite phrases, vocabulary level), Relationships (3 key people), Arc (how they change through the story), Secret (something they hide). 

Story Plot Generator

creative Claude Intermediate

 Generate a compelling story outline for a [GENRE] [FORMAT: novel/screenplay/short story]. Include: 1) Logline (1 sentence pitch), 2) Three-act structure breakdown, 3) Protagonist + antagonist profiles, 4) 5 major plot points, 5) Key themes, 6) Opening scene description, 7) Climax description, 8) Resolution with twist. Setting: [TIME/PLACE]. Tone: [TONE]. 

Weekly Planning Template

productivity Any AI Beginner

 Help me plan my week. My top priorities are: [LIST 3-5 PRIORITIES]. My available work hours: [HOURS/DAY]. Recurring commitments: [LIST]. Create: 1) A prioritized task list using Eisenhower matrix, 2) Time-blocked daily schedule (Mon-Fri), 3) Buffer time for unexpected tasks, 4) End-of-day review checklist, 5) Weekly review questions. Include breaks and focus time blocks. 

Decision-Making Framework

productivity Claude Beginner

 Help me make a decision about [DECISION]. Options I am considering: [OPTION A], [OPTION B], [OPTION C]. My priorities: [LIST PRIORITIES]. Constraints: [LIST CONSTRAINTS]. Please: 1) Create a weighted scoring matrix (1-10) for each option against my priorities, 2) List pros/cons for each, 3) Identify risks and mitigation strategies, 4) Recommend the best option with reasoning, 5) Suggest what information I should gather before deciding. 

Email Inbox Zero System

productivity Any AI Beginner

 I receive approximately [NUMBER] emails per day. My current pain points: [DESCRIBE]. Create a complete email management system: 1) Folder/label structure with rules for auto-sorting, 2) Template responses for common email types (list 5), 3) Daily email processing routine (timed), 4) Rules for when to reply, delegate, defer, or delete, 5) Weekly email cleanup checklist. Optimize for [EMAIL CLIENT: Gmail/Outlook]. 

SEO Content Brief Generator

seo Claude / ChatGPT Intermediate

 Create a comprehensive SEO content brief for the target keyword [KEYWORD]. Include: 1) Primary and secondary keywords with search intent, 2) Suggested title (with keyword near front, under 60 chars), 3) Meta description (155 chars, includes CTA), 4) Recommended word count based on top-ranking competitors, 5) H2 and H3 heading structure, 6) Key questions to answer (People Also Ask), 7) Internal linking suggestions, 8) Content angle that differentiates from existing results. 

Schema Markup Generator

seo Claude / ChatGPT Advanced

 Generate structured data markup (JSON-LD format) for a [PAGE TYPE: article/product/FAQ/how-to/recipe/local business] page about [TOPIC]. Include all required and recommended properties per schema.org specifications. Provide the complete script tag ready to paste into the HTML head. Validate the output against Google Rich Results requirements. Explain which rich result type this enables in search. 

Keyword Cluster & Content Plan

seo Claude Advanced

 I want to rank for [MAIN TOPIC]. Create a keyword cluster strategy: 1) Identify the pillar page topic and 8-10 cluster topics, 2) Map search intent (informational/commercial/transactional) for each, 3) Suggest URL structure, 4) Internal linking plan between pillar and clusters, 5) Content type for each (guide, comparison, listicle, tool), 6) Priority order based on difficulty vs. potential traffic. Target market: [COUNTRY]. 

Technical SEO Audit Checklist

seo Claude Advanced

 Create a technical SEO audit checklist for [WEBSITE URL or TYPE]. Cover: 1) Crawlability (robots.txt, XML sitemap, crawl budget), 2) Indexation issues (canonical tags, noindex directives, pagination), 3) Page speed (Core Web Vitals targets), 4) Mobile-friendliness, 5) HTTPS and security, 6) Structured data, 7) Internal linking health, 8) URL structure, 9) Duplicate content, 10) International SEO (hreflang if applicable). Format as a checklist with pass/fail criteria. 

Competitor Content Gap Analysis

seo Claude / ChatGPT Intermediate

 Analyze content gaps between my site [MY SITE DESCRIPTION] and competitors in the [NICHE] space. 1) List 10 high-value topics my competitors cover that I do not, 2) For each topic, estimate search volume tier (high/medium/low) and difficulty, 3) Suggest content format (blog, tool, landing page), 4) Identify 5 unique angles I could take that competitors miss, 5) Prioritize by potential ROI. My current content covers: [BRIEF DESCRIPTION]. 

Content Repurposing Workflow

marketing Claude / ChatGPT Intermediate

 I have a [CONTENT TYPE: blog post/podcast/webinar/video] about [TOPIC] that is [LENGTH] long. Create a complete repurposing plan: 1) 5 Twitter/X posts with hooks, 2) 3 LinkedIn posts (different angles), 3) 1 email newsletter version, 4) 10 Instagram/TikTok short-form video scripts (under 60s each), 5) 1 infographic outline, 6) 5 Quora/Reddit answers I could adapt it for. Include the actual draft copy for each, not just descriptions. 

Brand Voice Documentation

marketing Claude Advanced

 Help me document my brand voice for [BRAND/COMPANY]. Analyze these writing samples that represent our ideal voice: [PASTE 2-3 SAMPLES]. Create: 1) Brand voice summary (3-4 adjectives with definitions), 2) Do/Don't table with 10 examples, 3) Vocabulary preferences (words we use vs. words we avoid), 4) Sentence structure guidelines, 5) Tone variations by channel (website, social, email, support), 6) 3 before/after examples showing generic copy transformed into our voice. 

Customer Persona Builder

marketing Claude / ChatGPT Intermediate

 Create a detailed buyer persona for [PRODUCT/SERVICE] in the [INDUSTRY] market. Include: 1) Demographics (age, income, location, job title), 2) Psychographics (values, interests, lifestyle), 3) Goals and motivations (professional and personal), 4) Pain points and frustrations (3-5 specific ones), 5) Information sources (podcasts, blogs, social platforms), 6) Buying triggers and objections, 7) A day-in-the-life narrative, 8) Messaging do's and don'ts for reaching this persona. 

Unit Test Generator

coding Claude / ChatGPT Intermediate

 Write comprehensive unit tests for the following [LANGUAGE] function/class:

```[LANGUAGE]
[PASTE CODE]
```

Use [TESTING FRAMEWORK: Jest/Pytest/JUnit/etc]. Include: 1) Happy path tests, 2) Edge cases (null, empty, boundary values), 3) Error cases (invalid input, exceptions), 4) Integration-relevant mocks if applicable. Each test should have a descriptive name following the pattern: should_[expected]_when_[condition]. Aim for >90% code coverage. 

System Architecture Diagram

coding Claude Advanced

 Design a system architecture for [APPLICATION TYPE] that handles [SCALE: e.g., 10K users, 1M requests/day]. Requirements: [LIST KEY REQUIREMENTS]. Include: 1) High-level architecture diagram description (components and connections), 2) Technology stack recommendations with justification, 3) Database design (SQL vs NoSQL decisions), 4) API gateway and authentication flow, 5) Caching strategy, 6) Message queue usage, 7) Deployment architecture (containers, serverless, etc.), 8) Monitoring and alerting plan. 

Git Workflow & PR Template

coding Any AI Intermediate

 Create a Git workflow for a team of [SIZE] developers working on [PROJECT TYPE]. Include: 1) Branch naming convention, 2) Branch strategy (GitFlow vs trunk-based), 3) Commit message format (conventional commits), 4) Pull request template with checklist, 5) Code review guidelines (what to look for), 6) CI/CD pipeline stages, 7) Release process and versioning (semver), 8) Hotfix procedure. Provide the actual PR template in markdown. 

Regex Pattern Builder

coding Claude / ChatGPT Intermediate

 I need a regular expression for [LANGUAGE/PLATFORM] that matches [DESCRIBE WHAT TO MATCH]. Examples of strings that SHOULD match: [LIST EXAMPLES]. Examples that should NOT match: [LIST NON-EXAMPLES]. Provide: 1) The regex pattern, 2) A line-by-line explanation of each part, 3) Test cases with expected results, 4) Edge cases to be aware of, 5) Performance considerations for large inputs. If the regex is complex, suggest a simpler alternative approach. 

OKR Framework Builder

business Claude / ChatGPT Intermediate

 Create OKRs (Objectives and Key Results) for [TEAM/DEPARTMENT] for [TIME PERIOD: Q1/Q2/annual]. Company mission: [MISSION]. Top company objectives: [LIST]. Create: 1) 3-4 team objectives (inspiring, qualitative), 2) 3-5 key results per objective (measurable, time-bound, ambitious), 3) Leading indicators for each KR, 4) Weekly check-in template, 5) Scoring rubric (0.0-1.0 scale), 6) Common pitfalls to avoid. Ensure alignment with company-level OKRs. 

Investor Pitch Deck Outline

business Claude Advanced

 Create a pitch deck outline for [COMPANY] seeking [AMOUNT] in [STAGE: seed/Series A/B] funding. Industry: [INDUSTRY]. Include slide-by-slide breakdown: 1) Title + one-liner, 2) Problem (with market data), 3) Solution + demo, 4) Market size (TAM/SAM/SOM), 5) Business model, 6) Traction & metrics, 7) Competition + differentiation, 8) Go-to-market strategy, 9) Team, 10) Financial projections (3-year), 11) The Ask + use of funds, 12) Closing/vision. Include speaker notes for each slide. 

Pricing Strategy Framework

business Claude / ChatGPT Advanced

 Help me develop a pricing strategy for [PRODUCT/SERVICE]. Current situation: [DESCRIBE]. Competitors charge: [LIST COMPETITOR PRICES]. My costs: [ROUGH COSTS]. Provide: 1) Analysis of 3 pricing models (freemium, tiered, usage-based) with pros/cons for my case, 2) Recommended pricing tiers (name, price, features per tier), 3) Psychological pricing tactics to apply, 4) Launch vs. mature pricing recommendations, 5) Metrics to track for pricing optimization, 6) A/B testing plan for pricing page. 

Customer Success Playbook

business Claude Advanced

 Create a customer success playbook for [PRODUCT TYPE: SaaS/service/platform]. Customer segments: [LIST]. Include: 1) Onboarding workflow (first 30 days timeline), 2) Health score model (5-7 metrics with weights), 3) Expansion trigger events, 4) At-risk intervention plays, 5) QBR (Quarterly Business Review) template, 6) Renewal process (90-day countdown), 7) Churn post-mortem template, 8) Email templates for each stage (welcome, check-in, value delivered, renewal). 

Explain Like I'm 5 (ELI5)

education Any AI Beginner

 Explain [COMPLEX TOPIC] in the simplest possible terms, as if explaining to a 5-year-old. Use: 1) A relatable analogy from everyday life, 2) Simple vocabulary (no jargon), 3) A short story or scenario to illustrate the concept, 4) A "fun fact" that makes it memorable. Then provide the same explanation at three increasing levels: elementary school, high school, and college level. Show how the understanding deepens at each level. 

Socratic Tutoring Session

education Claude Intermediate

 I want to learn [TOPIC]. Instead of explaining it directly, guide me through understanding it using the Socratic method. Ask me one thought-provoking question at a time. Based on my answer, either: a) Ask a follow-up question that builds on my understanding, b) Gently correct misconceptions with a guiding question, c) Confirm correct understanding and move to the next concept. Start with the most fundamental concept and progressively build complexity. Begin with your first question now. 

Flashcard Set Generator

education Any AI Beginner

 Create a set of 20 flashcards for studying [SUBJECT/TOPIC] at [LEVEL]. For each card: Front (question or term), Back (concise answer with key details). Organize by subtopic. Include: 5 definition cards, 5 concept application cards, 5 comparison/contrast cards, 5 problem-solving cards. Add memory hooks or mnemonics where helpful. Format so each card can be directly imported into Anki or Quizlet (use | as separator). 

YouTube Video Script Writer

creative Claude / ChatGPT Intermediate

 Write a complete YouTube video script for a [LENGTH: 8-12 min] video about [TOPIC]. Target audience: [AUDIENCE]. Include: 1) Hook (first 15 seconds to stop scrolling), 2) Intro with promise of value, 3) Main content broken into 3-5 chapters with timestamps, 4) B-roll suggestions in brackets, 5) 2 engagement prompts ("comment below if..."), 6) Sponsor integration segment placeholder, 7) End screen CTA. Write in a conversational, spoken style (not written style). 

Podcast Episode Planner

creative Claude / ChatGPT Intermediate

 Plan a [LENGTH: 30/45/60 min] podcast episode about [TOPIC] for my [GENRE] podcast called [NAME]. Include: 1) Episode title + description for show notes (SEO-optimized), 2) Cold open / teaser quote, 3) Intro script, 4) Segment breakdown with timing, 5) 10 interview questions (if guest episode) or key talking points, 6) Listener engagement prompt, 7) Show notes with 5 resource links to include, 8) Social media promotional posts (Twitter, LinkedIn, Instagram caption). 

Midjourney Prompt Crafter

creative Midjourney Intermediate

 I want to create an image of [DESCRIBE WHAT YOU WANT]. Help me craft 5 Midjourney prompts, each with a different style: 1) Photorealistic, 2) Digital illustration, 3) Oil painting style, 4) Minimalist/modern, 5) Cinematic/dramatic. For each prompt include: subject, composition, lighting, color palette, camera angle, and style modifiers. Add technical parameters (--ar, --v, --stylize). Explain why each modifier was chosen. 

Brand Naming Workshop

creative Claude / ChatGPT Beginner

 Generate 20 brand name ideas for a [INDUSTRY] company that [WHAT IT DOES]. Target audience: [AUDIENCE]. Brand personality: [ADJECTIVES]. Requirements: 1) 5 descriptive names (clearly state what we do), 2) 5 abstract/invented names (unique, memorable), 3) 5 metaphor names (evocative imagery), 4) 5 compound/portmanteau names. For each: check if .com is likely available (no common English word = higher chance), rate memorability 1-5, note any negative associations in other languages. 

SQL Query Builder

data Claude / ChatGPT Intermediate

 I have a database with these tables: [DESCRIBE TABLES AND KEY COLUMNS]. Write SQL queries for: 1) [QUERY 1 DESCRIPTION], 2) [QUERY 2 DESCRIPTION], 3) [QUERY 3 DESCRIPTION]. For each query: provide the SQL, explain the logic step by step, suggest an index that would improve performance, and show expected output format. Use [PostgreSQL/MySQL/SQLite] syntax. Include CTEs for complex queries rather than nested subqueries. 

Data Analysis Report Template

data Claude Advanced

 I have a dataset about [DESCRIBE DATA] with [NUMBER] rows and these columns: [LIST COLUMNS]. Write a Python analysis script using pandas that: 1) Loads and cleans the data (handle missing values, duplicates, outliers), 2) Generates descriptive statistics, 3) Creates 5 visualizations (matplotlib/plotly) that reveal key insights, 4) Performs [SPECIFIC ANALYSIS: correlation, trends, segmentation], 5) Outputs a summary with 3-5 actionable findings. Include comments explaining each step. 

Dashboard KPI Designer

data Claude / ChatGPT Intermediate

 Design a KPI dashboard for a [BUSINESS TYPE: SaaS/e-commerce/agency/startup]. Role: [WHO VIEWS IT: CEO/CMO/PM/Sales]. Include: 1) 5-7 primary KPIs with definitions and calculation formulas, 2) Target benchmarks for each (industry standard), 3) Dashboard layout sketch (which charts go where), 4) Chart type recommendation for each metric (line, bar, gauge, table), 5) Time period filters needed, 6) Alert thresholds (when to flag red/yellow/green), 7) Data sources and refresh frequency. 

A/B Test Design Framework

data Claude / ChatGPT Advanced

 Design an A/B test for [WHAT YOU WANT TO TEST] on [PLATFORM/PAGE]. Include: 1) Hypothesis statement (if we change X, Y will improve because Z), 2) Primary and secondary metrics to track, 3) Sample size calculation (given [BASELINE CONVERSION] and [MINIMUM DETECTABLE EFFECT]), 4) Test duration estimate, 5) Control vs. variant description, 6) Segmentation plan, 7) Statistical significance threshold, 8) Risks and mitigation, 9) Decision framework (what results lead to what action). 

Excel Formula Assistant

data Any AI Beginner

 I am working in Excel/Google Sheets with data structured as: [DESCRIBE COLUMNS AND SAMPLE DATA]. I need a formula that [DESCRIBE WHAT YOU WANT]. Provide: 1) The formula with cell references, 2) Step-by-step explanation of how it works, 3) A simpler alternative if the formula is complex, 4) Common errors to watch for, 5) How to drag/copy the formula across rows. If the task is better solved with a pivot table or Power Query, explain that approach instead. 

Job Description Writer

hr Claude / ChatGPT Beginner

 Write a job description for a [JOB TITLE] at [COMPANY TYPE] company. Include: 1) Compelling opening paragraph (sell the role and mission), 2) Key responsibilities (8-10, starting with most impactful), 3) Required qualifications (separate must-haves from nice-to-haves), 4) Benefits and perks, 5) Salary range: [RANGE]. Avoid: gendered language, unnecessary degree requirements, jargon that excludes diverse candidates. Optimize for job board SEO with natural keyword placement. Tone: [PROFESSIONAL/CASUAL/STARTUP]. 

Interview Question Bank

hr Claude Intermediate

 Create 20 interview questions for a [JOB TITLE] role at [SENIORITY LEVEL]. Include: 1) 5 behavioral questions (STAR format expected), 2) 5 situational questions (hypothetical scenarios), 3) 5 technical/skill-based questions with evaluation rubric, 4) 3 culture-fit questions, 5) 2 candidate-asks-you questions to prepare for. For each question: explain what you are really evaluating, provide a sample strong answer, and a red flag answer to watch for. 

Performance Review Writer

hr Claude / ChatGPT Intermediate

 Help me write a performance review for [EMPLOYEE NAME/ROLE]. Performance level: [EXCEEDS/MEETS/BELOW EXPECTATIONS]. Key accomplishments this period: [LIST]. Areas for growth: [LIST]. Write: 1) Overall summary paragraph, 2) 3-4 specific strength paragraphs with evidence, 3) 2-3 development area paragraphs (constructive, growth-oriented), 4) Goals for next period (SMART format), 5) Career development recommendations. Tone: honest, supportive, and specific. Avoid vague language. 

Onboarding Checklist Builder

hr Any AI Beginner

 Create a comprehensive 90-day onboarding plan for a new [JOB TITLE] joining [TEAM/DEPARTMENT]. Include: Week 1 (setup, introductions, orientation), Week 2-4 (training, shadowing, first tasks), Month 2 (independent work, feedback), Month 3 (full productivity, goals). For each phase: specific tasks with owners, meetings to schedule, tools/access to provision, success milestones, check-in schedule. Include a buddy/mentor pairing recommendation. 

UI/UX Design System Spec

design Claude Advanced

 Create a design system specification for [PRODUCT/APP TYPE]. Include: 1) Color palette (primary, secondary, neutral, semantic colors with hex values), 2) Typography scale (font family, sizes, weights, line heights for h1-h6, body, captions), 3) Spacing scale (4px base unit system), 4) Border radius tokens, 5) Shadow/elevation levels, 6) Button states (default, hover, active, disabled, loading), 7) Form field states, 8) Component list with specs (cards, modals, toasts, badges). Use CSS custom properties format. 

Landing Page Wireframe Prompt

design Claude / ChatGPT Intermediate

 Describe a detailed wireframe layout for a [PRODUCT TYPE] landing page. Target conversion: [GOAL: signup/purchase/demo]. Specify for each section: 1) Hero (headline placement, CTA position, visual element), 2) Social proof bar, 3) Problem/solution section, 4) Feature showcase (3-column with icons), 5) Testimonials (carousel vs. grid), 6) Pricing table, 7) FAQ accordion, 8) Final CTA. Include mobile layout adaptations for each section. Note fold position and scroll depth targets. 

Color Palette Generator

design Claude / ChatGPT Intermediate

 Generate a cohesive color palette for a [BRAND TYPE] in the [INDUSTRY]. Brand personality: [ADJECTIVES]. Provide: 1) Primary color (with psychological reasoning), 2) Secondary color, 3) Accent/CTA color, 4) Neutral scale (5 shades from near-white to near-black), 5) Semantic colors (success, warning, error, info), 6) All colors in hex, RGB, and HSL. Show: dark mode equivalents, WCAG contrast ratios for text combinations, and 3 example UI applications (button, card, banner). 

Icon Set Description for AI

design Any AI Intermediate

 I need [NUMBER] custom icons for [PROJECT/APP]. Icon style: [LINE/FILLED/DUOTONE], stroke width: [1.5/2/2.5px], grid: [24x24/32x32]. For each icon describe: 1) Icon name, 2) Detailed visual description (shapes, proportions, distinctive elements), 3) Metaphor/concept it represents, 4) Alignment with the set style. Icons needed: [LIST CONCEPTS]. Ensure visual consistency across the set. Output as prompts I can paste into an AI image tool to generate each icon. 

LinkedIn Article Writer

writing Claude Intermediate

 Write a LinkedIn article about [TOPIC] targeting [AUDIENCE: founders/marketers/engineers/executives]. Length: 800-1200 words. Structure: 1) Attention-grabbing opening line (no "In today's world"), 2) Personal anecdote or data point, 3) 3-5 actionable insights with subheadings, 4) Real examples or mini case studies, 5) Contrarian or nuanced take that sparks discussion, 6) Strong closing with a question to drive comments. Avoid corporate jargon, buzzwords, and AI-sounding phrases. Make it sound like a real person wrote it. 

Case Study Template

writing Claude / ChatGPT Intermediate

 Write a customer case study for [COMPANY] about [CLIENT NAME/TYPE]. Results achieved: [KEY METRICS]. Write in this structure: 1) Title: "[Metric] — How [Client] Achieved [Result] with [Product]", 2) Executive summary (3 sentences), 3) Challenge section (specific pain points), 4) Solution section (how they implemented your product), 5) Results section (metrics with before/after), 6) Quote from client (draft a realistic-sounding one), 7) Key takeaways (3 bullets). 800-1000 words total. 

Technical Documentation Writer

writing Claude Advanced

 Write technical documentation for [FEATURE/API/TOOL]. Audience: [DEVELOPERS/END USERS/ADMINS]. Include: 1) Overview (what it does, why it matters), 2) Prerequisites, 3) Quick start guide (get running in under 5 minutes), 4) Detailed configuration options in a table, 5) Code examples in [LANGUAGE], 6) Troubleshooting (5 common issues and fixes), 7) FAQ (5 questions), 8) Changelog/version notes. Use clear headings, code blocks, and callout boxes for warnings/tips. 

Morning Routine Optimizer

productivity Any AI Beginner

 Help me design a productive morning routine. I wake up at [TIME], need to leave/start work by [TIME]. Current habits I want to keep: [LIST]. Goals: [ENERGY/FOCUS/HEALTH/CREATIVE]. Create: 1) Minute-by-minute schedule, 2) Explain the science behind each activity placement, 3) Two versions (weekday and weekend), 4) 30-day habit stacking plan (start simple, build up), 5) Recovery plan for when I miss a day. Account for: [CONSTRAINTS: kids, gym, commute, etc.]. 

Meeting Notes to Action Items

productivity Any AI Beginner

 Here are my raw meeting notes:

[PASTE MEETING NOTES]

Please: 1) Write a clean summary (3-5 bullet points of key decisions), 2) Extract all action items with owner and deadline, 3) List any open questions that need follow-up, 4) Identify any risks or blockers mentioned, 5) Draft a follow-up email to attendees with the summary and action items. Format the action items as a table: Task | Owner | Deadline | Priority. 

Notion/Workspace Setup Guide

productivity Claude Advanced

 Design a complete Notion workspace for a [TEAM TYPE: startup/marketing/engineering/freelancer] team of [SIZE]. Include: 1) Database structure (what databases, what properties), 2) Page hierarchy and navigation, 3) Dashboard views (what each role sees), 4) Templates for recurring items (meeting notes, project briefs, weekly reviews), 5) Automation suggestions (Notion API or Zapier), 6) Naming conventions, 7) Permission structure. Provide the actual template content, not just descriptions. 

Webinar Promotion Plan

marketing Claude / ChatGPT Advanced

 Create a complete webinar promotion plan for a [TOPIC] webinar targeting [AUDIENCE]. Webinar date: [DATE]. Include: 1) Webinar title and description (compelling, benefit-driven), 2) Landing page copy, 3) Email sequence (invitation, reminder 1 week, reminder 1 day, reminder 1 hour, follow-up with recording), 4) Social media posts (LinkedIn, Twitter, Instagram — 3 each), 5) Paid ad copy for LinkedIn/Facebook, 6) Partner outreach email for co-promotion, 7) Post-webinar nurture sequence (3 emails). 

SOW & Proposal Template

business Claude Advanced

 Draft a Statement of Work (SOW) / proposal for [PROJECT TYPE] for client [CLIENT DESCRIPTION]. Scope: [DESCRIBE]. Include: 1) Executive summary, 2) Project objectives, 3) Scope of work (deliverables with descriptions), 4) Out of scope (explicitly stated), 5) Timeline with milestones, 6) Team and responsibilities, 7) Pricing table (itemized), 8) Payment terms, 9) Assumptions and dependencies, 10) Acceptance criteria, 11) Change request process. Professional but not overly legal. 

Short Film Script Writer

creative Claude Advanced

 Write a complete short film script (5-7 minutes) about [THEME/CONCEPT]. Genre: [GENRE]. Setting: [LOCATION/ERA]. Include: 1) Proper screenplay format (INT/EXT, action lines, dialogue), 2) 2-3 characters with distinct voices, 3) A clear three-act structure within the short format, 4) Visual storytelling (show don't tell), 5) A twist or emotional payoff, 6) Minimal dialogue where possible. The film should be producible with [BUDGET LEVEL: micro/low/medium] budget. 

Research Paper Outline

education Claude Advanced

 Create a detailed outline for a research paper on [TOPIC] at [LEVEL: undergrad/graduate/doctoral] level. Include: 1) Thesis statement (arguable, specific), 2) Abstract (200 words), 3) Introduction with research question and significance, 4) Literature review structure (3-4 key themes), 5) Methodology section outline, 6) Expected findings/argument structure, 7) Discussion points, 8) Conclusion with implications, 9) 10 suggested sources to look for (describe the type, not fake citations). Citation style: [APA/MLA/Chicago]. 

Case Study Writer

writing Any AI Intermediate

 Write a compelling case study about [COMPANY/PROJECT]. Structure: challenge faced, solution implemented using [TOOL/METHOD], measurable results (use specific numbers), key takeaways, and a quote from a stakeholder. Tone: professional but engaging. Length: 800-1000 words. 

Newsletter Welcome Sequence

writing Any AI Intermediate

 Create a 5-email welcome sequence for new subscribers to [BRAND/NEWSLETTER]. Email 1: warm welcome + what to expect. Email 2: best content/resource. Email 3: personal story + value proposition. Email 4: social proof + testimonial. Email 5: soft CTA. Include subject lines with estimated open rates for each. 

LinkedIn Post Generator

writing Any AI Beginner

 Write a LinkedIn post about [TOPIC] that uses the hook-story-lesson format. Start with a bold opening line that stops the scroll. Tell a brief personal or professional anecdote. End with an actionable takeaway and a question to drive engagement. Keep it under 200 words. No hashtags in the body. 

Press Release Draft

writing Any AI Advanced

 Draft a press release announcing [NEWS/LAUNCH]. Follow AP style. Include: headline (under 10 words), dateline, lead paragraph (who/what/when/where/why), 2-3 body paragraphs with quotes from [SPOKESPERSON], boilerplate about [COMPANY], and media contact info placeholder. Target audience: [INDUSTRY] journalists. 

API Endpoint Designer

coding Any AI Intermediate

 Design a RESTful API for [FEATURE/RESOURCE]. Include: endpoint URLs (GET/POST/PUT/DELETE), request/response JSON schemas with example payloads, authentication method, error response format with HTTP status codes, rate limiting strategy, and pagination approach. Follow OpenAPI 3.0 conventions. 

Database Schema Generator

coding Any AI Intermediate

 Design a database schema for [APPLICATION/FEATURE]. Include: table definitions with column names, data types, and constraints. Add primary keys, foreign keys, indexes for common queries, and junction tables for many-to-many relationships. Provide the SQL CREATE TABLE statements and explain your normalization decisions. 

Code Review Checklist

coding Any AI Advanced

 Review this code and provide feedback on: 1) Security vulnerabilities (injection, auth issues, data exposure) 2) Performance concerns (N+1 queries, memory leaks, unnecessary computations) 3) Maintainability (naming, complexity, SOLID principles) 4) Error handling gaps 5) Test coverage suggestions. Rate severity of each issue as Critical/Warning/Info.

[PASTE CODE HERE] 

Git Commit Message Writer

coding Any AI Beginner

 Write a conventional commit message for this change: [DESCRIBE CHANGE]. Follow the format: type(scope): description. Types: feat, fix, refactor, docs, test, chore, perf, style. Add a body explaining WHY the change was made (not what). Include BREAKING CHANGE footer if applicable. Keep the subject under 72 characters. 

Customer Persona Builder

marketing Any AI Intermediate

 Create a detailed customer persona for [PRODUCT/SERVICE]. Include: name, age, job title, company size, goals (3), frustrations (3), preferred channels, decision-making process, budget authority, tech stack they use, objections to buying, and a day-in-the-life narrative. Base it on the [INDUSTRY] market. 

Product Launch Checklist

marketing Any AI Advanced

 Create a 30-day product launch plan for [PRODUCT]. Break into phases: Pre-launch (day 1-14): audience building, teaser content, beta access. Launch week (day 15-21): announcement, PR outreach, social blitz, email sequence. Post-launch (day 22-30): feedback collection, iteration, case studies. Include specific deliverables, channels, and KPIs for each phase. 

Competitor Analysis Framework

marketing Any AI Intermediate

 Analyze [COMPETITOR] as a competitor to [YOUR PRODUCT]. Cover: positioning and messaging, pricing strategy and packaging, feature comparison (strengths and gaps), target audience overlap, content and SEO strategy, social media presence, customer sentiment from reviews, and 3 opportunities where we can differentiate. Present findings in a structured brief. 

Investor Pitch Deck Outline

business Any AI Advanced

 Create a 12-slide pitch deck outline for [STARTUP/PRODUCT]. Slides: 1) Hook/problem 2) Solution 3) Market size (TAM/SAM/SOM) 4) Business model 5) Traction/milestones 6) Product demo highlights 7) Go-to-market strategy 8) Competitive landscape 9) Team 10) Financials (3-year projection) 11) The ask 12) Vision. Include talking points and data suggestions for each slide. 

OKR Generator

business Any AI Intermediate

 Generate quarterly OKRs for [TEAM/DEPARTMENT] focused on [STRATEGIC GOAL]. Create 3 objectives, each with 3-4 measurable key results. Each key result should have: a specific metric, current baseline, target value, and owner. Ensure objectives are ambitious but achievable and key results follow the 70% achievement benchmark. 

Meeting Agenda Template

business Any AI Beginner

 Create a structured meeting agenda for a [MEETING TYPE] meeting about [TOPIC]. Include: meeting purpose (1 sentence), attendees needed, pre-read materials, timed agenda items (total 45 minutes), decision items vs. discussion items, action item template, and follow-up timeline. Ensure the most important decisions come first. 

Weekly Review Template

productivity Any AI Beginner

 Create a weekly review template I can fill out every Friday. Sections: What I accomplished this week (wins), What didn't go as planned (lessons), Key metrics/numbers update, Top 3 priorities for next week, Blocked items needing help, One thing I learned, Energy/satisfaction rating (1-10). Keep it to one page maximum. 

Decision Matrix Builder

productivity Any AI Intermediate

 Help me make a decision about [DECISION]. Create a weighted decision matrix. Criteria to evaluate: [LIST CRITERIA or suggest relevant ones]. Options to compare: [LIST OPTIONS]. For each criterion, suggest a weight (1-5 based on importance), then score each option (1-10). Calculate weighted totals and provide a clear recommendation with reasoning. 

SOP Document Writer

productivity Any AI Intermediate

 Write a Standard Operating Procedure for [PROCESS]. Include: purpose and scope, roles and responsibilities, required tools/systems, step-by-step instructions (numbered with sub-steps), decision points with if/then logic, quality checkpoints, common errors and troubleshooting, and version/review date. Write for someone doing this task for the first time. 

Literature Review Synthesizer

research Any AI Advanced

 Synthesize the key findings from these sources about [RESEARCH TOPIC]: [PASTE SOURCES/SUMMARIES]. Organize by: major themes identified, areas of consensus, conflicting findings, methodological approaches used, gaps in current research, and suggested directions for further investigation. Use academic tone and cite sources by author name. 

Market Research Brief

research Any AI Intermediate

 Create a market research brief for [PRODUCT/MARKET]. Cover: market size and growth rate, key players and market share estimates, customer segments and their needs, pricing benchmarks, distribution channels, regulatory considerations, technology trends affecting the market, and 3 key opportunities with supporting rationale. Use data-backed reasoning. 

Survey Question Designer

research Any AI Beginner

 Design a 15-question survey to measure [RESEARCH GOAL] for [TARGET AUDIENCE]. Include a mix of: Likert scale (3), multiple choice (4), open-ended (2), ranking (2), yes/no with follow-up (2), and demographic (2). Avoid leading questions and double-barreled items. Add skip logic notes where relevant. Estimate completion time. 

SWOT Analysis Generator

research Any AI Beginner

 Conduct a SWOT analysis for [COMPANY/PRODUCT/IDEA]. For each quadrant, provide 5 specific, actionable items (not generic statements). Strengths: internal advantages. Weaknesses: internal limitations. Opportunities: external factors to leverage. Threats: external risks to mitigate. Then suggest 3 strategic actions that leverage strengths to capture opportunities. 

Support Response Templates

customer-support Any AI Beginner

 Create 8 customer support response templates for [PRODUCT/SERVICE]. Cover: welcome/onboarding, feature request acknowledgment, bug report response, billing inquiry, cancellation save attempt, positive review thank you, negative feedback response, and escalation notification. Tone: empathetic, professional, solution-oriented. Include personalization placeholders. 

FAQ Page Generator

customer-support Any AI Beginner

 Generate 15 frequently asked questions and answers for [PRODUCT/SERVICE]. Organize by category: Getting Started (4), Features and Usage (4), Pricing and Billing (3), Troubleshooting (2), Account and Security (2). Each answer should be 2-3 sentences, direct, and include a link placeholder to relevant documentation. 

Escalation Playbook

customer-support Any AI Advanced

 Create a customer escalation playbook for [COMPANY]. Include: escalation tiers (L1/L2/L3) with criteria for each, response time SLAs by severity, communication templates for each stage, when to involve engineering/management, de-escalation techniques for angry customers, post-incident review template, and metrics to track (MTTR, CSAT, repeat escalation rate). 

Dashboard KPI Selector

data Any AI Intermediate

 Design a KPI dashboard for [ROLE/DEPARTMENT] at a [COMPANY TYPE]. Select 8-12 key metrics organized into: leading indicators (predictive), lagging indicators (outcome), and health metrics (operational). For each KPI: define the metric, calculation formula, data source, update frequency, benchmark/target, and red/yellow/green thresholds. 

Data Cleaning Checklist

data Any AI Intermediate

 Create a data cleaning checklist for a dataset about [DATA DESCRIPTION]. Cover: identifying and handling missing values (strategy for each column), detecting and treating outliers, standardizing formats (dates, currencies, text casing), removing duplicates (define matching criteria), validating data types, cross-field consistency checks, and documentation of all transformations applied. 

SQL Query Optimizer

data Any AI Advanced

 Analyze this SQL query for performance issues and rewrite it optimized:

[PASTE SQL QUERY]

Check for: missing indexes, unnecessary JOINs, SELECT * usage, subquery vs JOIN opportunities, WHERE clause optimization, proper use of LIMIT/OFFSET, and N+1 query patterns. Explain each optimization and estimate the performance improvement. 

Content Brief Generator

seo Any AI Intermediate

 Create an SEO content brief for the target keyword [KEYWORD]. Include: primary keyword and search intent, 5-8 secondary keywords, suggested title (under 60 chars), meta description (under 155 chars), recommended word count, H2/H3 outline with target keywords per section, competitor URLs to reference, internal linking suggestions, and featured snippet opportunity analysis. 

Schema Markup Generator

seo Any AI Advanced

 Generate JSON-LD structured data markup for a [PAGE TYPE: article/product/FAQ/recipe/event/local business] page about [TOPIC]. Include all required and recommended properties per schema.org specifications. Add the correct @context and @type. Validate against Google's rich results requirements. Include comments explaining each property. 

Keyword Cluster Organizer

seo Any AI Intermediate

 Organize these keywords into topic clusters for content planning: [PASTE KEYWORD LIST]. Group by: search intent (informational, commercial, transactional, navigational), topic theme, and funnel stage (awareness, consideration, decision). For each cluster, suggest a pillar page title and 3-5 supporting article titles. Estimate relative search volume (high/medium/low). 

Brand Voice Guide

creative Any AI Intermediate

 Create a brand voice guide for [BRAND/COMPANY]. Define: brand personality (3 adjectives with explanations), tone spectrum (formal to casual — where does this brand sit?), vocabulary preferences (words to use vs. avoid), sentence structure guidelines, emoji/punctuation rules, examples of on-brand vs. off-brand copy for 5 contexts (social post, error message, email subject, CTA button, customer reply). 

Video Script Writer

creative Any AI Intermediate

 Write a script for a [LENGTH: 60s/90s/3min] [TYPE: explainer/testimonial/product demo/educational] video about [TOPIC]. Include: hook (first 3 seconds), problem statement, solution presentation, social proof moment, call to action. Format with columns: VISUAL (what viewer sees), AUDIO (voiceover/dialogue), TEXT ON SCREEN (lower thirds, captions). Target audience: [AUDIENCE]. 

Lesson Plan Builder

education Any AI Intermediate

 Create a 50-minute lesson plan for teaching [TOPIC] to [GRADE LEVEL/AGE GROUP]. Include: learning objectives (3, using Bloom's taxonomy verbs), warm-up activity (5 min), direct instruction (15 min), guided practice (15 min), independent practice (10 min), assessment check (5 min), differentiation for advanced and struggling learners, and materials needed. 

Study Guide Creator

education Any AI Beginner

 Create a comprehensive study guide for [SUBJECT/EXAM]. Include: key concepts organized by topic, definitions of essential terms, important formulas or frameworks, common exam question types with example answers, memory aids (mnemonics, acronyms), a self-test section with 10 practice questions, and a study schedule for [TIMEFRAME]. 

Rubric Generator

education Any AI Intermediate

 Create an assessment rubric for [ASSIGNMENT TYPE] on [TOPIC]. Include 5 criteria, each with 4 performance levels: Exemplary (4), Proficient (3), Developing (2), Beginning (1). Write specific, observable descriptors for each cell. Add a row for total points and letter grade conversion. The rubric should be fair, transparent, and aligned with [LEARNING OBJECTIVES]. 

Course Curriculum Outline

education Any AI Advanced

 Design an 8-week course curriculum for [SUBJECT/SKILL]. Include: course description, 3-5 learning outcomes, weekly breakdown with topic, readings, activities, and assignments. Add a capstone project description, grading breakdown (participation, assignments, midterm, final), required materials, and prerequisite knowledge. Target audience: [LEVEL]. 

Job Description Writer

hr Any AI Beginner

 Write a job description for a [JOB TITLE] at [COMPANY TYPE]. Include: job title, department, reporting structure, role summary (3 sentences), 8 key responsibilities, required qualifications (5), preferred qualifications (3), salary range placeholder, benefits highlights, and an inclusive equal opportunity statement. Tone: professional but approachable. Avoid gendered language. 

Interview Question Bank

hr Any AI Intermediate

 Create 20 interview questions for a [ROLE] position. Organize into: behavioral questions (6, using STAR format prompts), technical/skill questions (6), culture fit questions (4), and situational questions (4). For each question, include what the interviewer should listen for in a strong answer. Add 3 red flag responses to watch for. 

Performance Review Template

hr Any AI Intermediate

 Create a performance review template for [ROLE/LEVEL]. Sections: goal achievement (rate 5 goals from last period), competency assessment (7 competencies rated 1-5), strengths (top 3 with examples), growth areas (2-3 with specific development actions), peer feedback summary, employee self-assessment prompts, SMART goals for next period (5), and overall rating with calibration guidance. 

Employee Onboarding Checklist

hr Any AI Beginner

 Create a 30-day onboarding checklist for a new [ROLE] at [COMPANY TYPE]. Organize by: Pre-start (IT setup, accounts, welcome package), Week 1 (orientation, team intros, tool training), Week 2 (shadow sessions, first small project), Week 3-4 (independent work, 1:1 with manager, 30-day check-in). Include who is responsible for each item and completion checkboxes. 

Design System Documentation

design Any AI Advanced

 Create documentation for a design system component: [COMPONENT NAME, e.g., Button, Card, Modal]. Include: component description and use cases, anatomy diagram (describe visual parts), variants (primary, secondary, ghost, destructive), states (default, hover, active, disabled, loading), sizing options, spacing and padding specs, accessibility requirements (ARIA labels, keyboard navigation, contrast ratios), and do/don't usage examples. 

UI Copy Audit

design Any AI Intermediate

 Audit the UI copy for [APP/FEATURE]. Review every piece of text the user sees: button labels, empty states, error messages, tooltips, onboarding flows, confirmation dialogs, and notification copy. For each: current text, issue identified (unclear, too long, inconsistent tone, missing context), and suggested revision. Follow the voice guidelines: [DESCRIBE BRAND VOICE or say 'suggest one']. 

Color Palette Generator

design Any AI Beginner

 Generate a complete color palette for [BRAND/APP TYPE]. Include: primary color (with hex, RGB, and HSL), secondary color, accent color, semantic colors (success green, warning amber, error red, info blue), neutral scale (9 shades from near-white to near-black), and background/surface colors for both light and dark mode. Explain the reasoning behind each choice and show WCAG contrast ratios for text combinations. 

Landing Page Wireframe

design Any AI Intermediate

 Describe a wireframe for a landing page for [PRODUCT/SERVICE]. Section by section from top to bottom: navigation bar, hero section (headline, subheadline, CTA, visual), social proof bar, problem/solution section, features grid (3-4 features), testimonial carousel, pricing table, FAQ accordion, final CTA section, and footer. For each section, describe: content, layout (how elements are arranged), and the user psychology behind the placement. 

Chatbot Conversation Flow

customer-support Any AI Advanced

 Design a chatbot conversation flow for [USE CASE: order tracking / billing inquiry / technical troubleshooting / returns]. Map out: greeting and intent detection, 3-4 conversation branches with decision trees, information collection steps, API call points (where the bot queries systems), handoff criteria to human agent, fallback responses for unrecognized inputs, and conversation closing with satisfaction survey. Format as a decision tree. 

Knowledge Base Article Template

customer-support Any AI Beginner

 Write a knowledge base article about [TOPIC/ISSUE]. Structure: title (descriptive, under 8 words), summary (2 sentences), step-by-step solution (numbered, with screenshots described), common variations of this issue, related articles (suggest 3 titles), and troubleshooting checklist if the solution does not work. Write for a non-technical user. Reading level: 8th grade. 

Customer Feedback Analyzer

customer-support Any AI Intermediate

 Analyze the following customer feedback and extract: overall sentiment (positive/negative/mixed with confidence score), key themes mentioned (tag each), specific feature requests, pain points with severity (critical/moderate/minor), compliments to share with the team, and 3 actionable recommendations. Group by theme and prioritize by frequency.

[PASTE CUSTOMER FEEDBACK] 

Grant Proposal Outline

research Any AI Advanced

 Create a grant proposal outline for research on [TOPIC]. Sections: abstract (250 words), statement of need with supporting data, project objectives (3-5 SMART goals), methodology and approach, timeline (Gantt chart description for 12-24 months), evaluation plan with metrics, budget justification categories (personnel, equipment, travel, indirect costs), sustainability plan, and organizational capacity. Target funder type: [GOVERNMENT/FOUNDATION/CORPORATE]. 

Competitive Landscape Map

research Any AI Intermediate

 Create a competitive landscape analysis for [PRODUCT/MARKET]. Map competitors across two axes: [AXIS 1, e.g., price] and [AXIS 2, e.g., feature depth]. For each quadrant, identify 3-5 players with: company name, key differentiator, estimated market share, target customer, and recent strategic moves. Identify white space opportunities — quadrants with few competitors that represent market gaps. 

User Interview Script

research Any AI Intermediate

 Write a 30-minute user interview script for researching [TOPIC/PRODUCT AREA]. Include: introduction and consent script, 3 warm-up questions, 8 core questions (mix of behavioral, opinion, and scenario-based), 2 follow-up probes per question, wrap-up and thank you. Avoid leading questions. Include interviewer notes on what to observe (body language cues, hesitations). End with an open-ended question for unexpected insights. 

Delegation Brief Template

productivity Any AI Intermediate

 Create a delegation brief for handing off [TASK/PROJECT] to [ROLE/PERSON]. Include: task description, desired outcome (what done looks like), constraints and non-negotiables, resources and access needed, decision-making authority (what they can decide vs. what needs approval), milestones and check-in dates, communication preferences, and what success looks like. Keep it to one page. 

Process Automation Identifier

productivity Any AI Intermediate

 Analyze my workflow for automation opportunities. Here is what I do regularly: [DESCRIBE YOUR WEEKLY TASKS]. For each task, evaluate: time spent per week, repeatability score (1-5), complexity score (1-5), error rate impact, and automation feasibility. Recommend specific tools (Zapier, Make, n8n, or custom scripts) for each automatable task. Estimate time saved per week after automation. 

Inbox Zero Strategy

productivity Any AI Beginner

 Create a personalized email management strategy for [MY ROLE]. Include: folder/label structure (max 8 categories), rules for auto-sorting by sender type, a triage system (respond/delegate/defer/delete decision tree), time-blocking recommendations for email processing, templates for the 5 most common reply types in my role, and metrics to track (response time, inbox count at EOD). Goal: process email in under 30 minutes daily. 

Podcast Episode Planner

creative Any AI Intermediate

 Plan a podcast episode about [TOPIC]. Include: episode title (catchy, under 8 words), 2-sentence description for show notes, cold open hook (first 30 seconds — what grabs the listener), 3-4 segment outline with timestamps, 5 key talking points per segment, 3 potential guest questions if interviewing, audience engagement prompt (question to ask listeners), and 3 social media clips to extract (describe the moments). 

Content Repurposing Plan

creative Any AI Beginner

 Take this piece of content and create a repurposing plan to maximize distribution:

[PASTE CONTENT OR DESCRIBE IT]

Generate: 5 Twitter/X posts (each with a different angle), 2 LinkedIn posts (one insight, one story), 1 email newsletter segment (3 paragraphs), 3 Instagram carousel slide concepts, 1 short-form video script (60 seconds), 1 blog post expansion outline, and 1 infographic concept with 5 data points. 

Brand Tagline Generator

creative Any AI Beginner

 Generate 15 tagline options for [BRAND/PRODUCT]. Requirements: under 7 words each, memorable and easy to say aloud. Create 5 in each style: benefit-driven (what the customer gets), emotion-driven (how it makes them feel), and differentiation-driven (what makes it unique vs competitors). For each tagline, add a 1-sentence explanation of why it works. Target audience: [AUDIENCE]. 

Financial Model Assumptions

business Any AI Advanced

 Define financial model assumptions for a [BUSINESS TYPE] startup. Include: revenue drivers (pricing tiers, conversion rates, churn), cost structure (fixed vs variable, unit economics), growth assumptions (monthly growth rate, CAC, LTV), staffing plan (roles and timing), capital expenditure schedule, and working capital assumptions. For each assumption, provide a base case, bull case, and bear case scenario with reasoning. 

Pricing Strategy Framework

business Any AI Intermediate

 Design a pricing strategy for [PRODUCT/SERVICE]. Analyze: cost-plus pricing (calculate with margins), value-based pricing (estimate willingness to pay), competitive pricing (benchmark 3-5 competitors), and freemium model feasibility. Recommend a pricing structure with: number of tiers (2-4), features per tier, price points, and annual vs monthly discount. Include a sensitivity analysis: what happens to revenue if price changes ±20%. 

Terms of Service Outline

business Any AI Advanced

 Outline a Terms of Service document for [APP/SERVICE]. Cover: service description, eligibility requirements, account creation and security, acceptable use policy (what users can and cannot do), intellectual property rights, user-generated content policy, payment terms and refund policy, limitation of liability, dispute resolution (arbitration vs litigation), termination conditions, and governing law. Note: this is a starting point — always have a lawyer review. 

Privacy Policy Checklist

business Any AI Intermediate

 Create a privacy policy compliance checklist for [APP/WEBSITE]. Cover GDPR, CCPA, and general best practices. Sections: what data you collect (categories), how you collect it (forms, cookies, analytics), why you collect it (legal basis), who you share it with (third parties), how long you store it (retention periods), user rights (access, deletion, portability), cookie consent requirements, children's data (COPPA), and data breach notification procedures. Mark each item as implemented/pending. 

A/B Test Hypothesis Writer

marketing Any AI Intermediate

 Write 5 A/B test hypotheses for [PAGE/FEATURE]. Format each as: 'If we change [VARIABLE] from [CURRENT] to [PROPOSED], then [METRIC] will [INCREASE/DECREASE] by [ESTIMATED %] because [RATIONALE].' Prioritize by: expected impact (high/medium/low), implementation effort (hours), and confidence level. Include control and variant descriptions and minimum sample size estimate for each test. 

Regex Pattern Builder

coding Any AI Advanced

 Create a regex pattern to match [DESCRIBE WHAT YOU NEED TO MATCH]. Provide: the regex pattern with explanation of each part, 5 strings that should match (with the matched portion highlighted), 5 strings that should NOT match, edge cases to be aware of, and the pattern in both PCRE and JavaScript syntax. If there are performance concerns with the pattern (catastrophic backtracking), flag them. 

Data Storytelling Script

data Any AI Intermediate

 Turn this data into a compelling narrative for [AUDIENCE: executives/board/team/investors]:

[PASTE DATA OR KEY FINDINGS]

Structure: opening hook (surprising finding), context (why this matters now), 3 key insights with supporting data points, implications for the business, recommended actions (3, ranked by impact), and a memorable closing statement. Suggest 3 chart types to visualize the most important findings. 

Accessibility Audit Checklist

design Any AI Advanced

 Create a WCAG 2.1 AA accessibility audit checklist for [WEBSITE/APP]. Organize by: perceivable (text alternatives, captions, color contrast, responsive design), operable (keyboard navigation, focus indicators, no time limits, skip links), understandable (readable text, predictable behavior, error prevention), and robust (valid HTML, ARIA labels, screen reader compatibility). For each item, include: what to check, how to test it, common failures, and fix priority (P1/P2/P3). 

Internal Linking Strategy Generator

seo Any AI Intermediate

Analyze the following list of pages on my website and create an internal linking strategy.

Pages: [PASTE LIST OF URLs AND TITLES]

For each page, recommend 3-5 internal links to add, specifying:
- The anchor text to use
- Which page to link to
- Where in the content to place the link (intro, body, conclusion)
- Why this link helps both users and SEO

Prioritize links that pass authority to high-value pages and improve topical relevance.

Content Gap Analysis Prompt

seo ChatGPT / Claude Advanced

I run [WEBSITE URL] in the [NICHE] space. My top 3 competitors are:
1. [COMPETITOR 1]
2. [COMPETITOR 2]
3. [COMPETITOR 3]

Analyze what content topics and keywords my competitors likely rank for that I don't cover. Organize findings into:
- High-priority gaps (high volume, low competition)
- Medium-priority gaps (moderate volume)
- Quick wins (long-tail keywords I can target with existing pages)

For each gap, suggest a content format (blog post, comparison page, guide, tool page) and a draft title.

FAQ Schema Markup Generator

seo Any AI Intermediate

Generate valid FAQPage JSON-LD schema markup for the following questions and answers about [TOPIC]:

Q1: [QUESTION 1]
A1: [ANSWER 1]

Q2: [QUESTION 2]
A2: [ANSWER 2]

Q3: [QUESTION 3]
A3: [ANSWER 3]

Requirements:
- Valid JSON-LD that passes Google's Rich Results Test
- Properly escaped special characters
- Include the @context and @type fields
- Output as a complete script block ready to paste into HTML

SEO Title and Meta Description A/B Variants

seo Any AI Beginner

Write 5 alternative title tags and 5 meta descriptions for a page about [TOPIC].

Primary keyword: [KEYWORD]
Page type: [blog post / product page / landing page / comparison]
Current title: [CURRENT TITLE]

For each variant:
- Title: under 60 characters, keyword near the front
- Meta description: 150-160 characters, includes a CTA
- Explain the angle (curiosity, urgency, benefit, social proof, question)

Rank the variants by expected CTR from highest to lowest.

Topical Authority Map Builder

seo ChatGPT / Claude Advanced

Build a topical authority content map for the subject [MAIN TOPIC].

Create a hub-and-spoke model with:
1. Pillar page topic (comprehensive, 3000+ word guide)
2. 10-15 cluster articles (each targeting a specific subtopic)
3. Supporting content (glossary terms, FAQs, how-tos)

For each piece, provide:
- Suggested title (with target keyword)
- Estimated keyword difficulty (low/medium/high)
- Content format (guide, listicle, comparison, tutorial)
- Internal links to/from other pieces in the cluster
- Priority order for publishing

Image Alt Text Writer for SEO

seo Any AI Beginner

Write SEO-optimized alt text for the following images on my [PAGE TYPE] page about [TOPIC].

Image 1: [DESCRIBE WHAT THE IMAGE SHOWS]
Image 2: [DESCRIBE WHAT THE IMAGE SHOWS]
Image 3: [DESCRIBE WHAT THE IMAGE SHOWS]

Rules:
- Under 125 characters each
- Naturally include relevant keywords without stuffing
- Describe the image accurately for screen readers
- Don't start with "Image of" or "Picture of"
- Match the context of surrounding content

Local SEO Google Business Profile Optimizer

seo Any AI Intermediate

Optimize my Google Business Profile for [BUSINESS NAME], a [BUSINESS TYPE] located in [CITY, STATE].

Provide:
Optimized business description (750 characters max, include top 3 local keywords)
10 relevant categories (primary + secondary)
15 Google Business Profile posts (mix of offers, updates, events)
Q and A section: 10 questions customers commonly ask, with keyword-rich answers
Review response templates: 3 for positive reviews, 3 for negative reviews
Attributes to enable for my business type

Programmatic SEO Page Template Designer

seo Any AI Intermediate

Design a programmatic SEO page template for [PAGE TYPE, e.g., "best [tool] alternatives"].

I need to generate [NUMBER] pages from this template. Provide:
Page title formula with dynamic variables
Meta description formula
H1, H2, H3 heading structure
Content sections with placeholder variables: [VARIABLE_NAME]
Internal linking logic (what related pages to link to)
Schema markup template (JSON-LD)
URL slug pattern

The template must produce unique, valuable content for each variation.

SEO Content Audit and Pruning Plan

seo ChatGPT / Claude Advanced

I have [NUMBER] pages on [WEBSITE]. Help me create a content audit plan.

For each page category below, define the action (keep, update, merge, redirect, noindex, delete):

Pages with thin content (under 300 words): [LIST OR DESCRIBE]
Pages with zero organic traffic in 12 months: [LIST OR DESCRIBE]
Pages with duplicate/cannibalized keywords: [LIST OR DESCRIBE]

For each recommended action, provide:
- Specific steps to execute
- Priority (P1/P2/P3)
- Expected SEO impact
- Implementation effort (hours)

SEO-Friendly URL Slug Generator

seo Any AI Beginner

Generate SEO-friendly URL slugs for these page titles:

1. [TITLE 1]
2. [TITLE 2]
3. [TITLE 3]
4. [TITLE 4]
5. [TITLE 5]

Rules for each slug:
- Lowercase, hyphens only (no underscores or special characters)
- Include the primary keyword
- Under 60 characters
- Remove stop words (the, a, an, and, or, but, in, on, at, to, for)
- Prioritize readability and keyword relevance

For each, explain which words you kept and why.

API Error Handler Generator

coding Any AI Intermediate

Generate a comprehensive error handling module for a [LANGUAGE] REST API.

Requirements:
- Custom error classes for: validation errors (400), auth errors (401/403), not found (404), rate limiting (429), and server errors (500)
- Consistent JSON error response format: { error: { code, message, details, requestId } }
- Error logging with severity levels
- A global error middleware/handler
- Input validation error formatting (field-level errors)

Include example usage for 3 common scenarios.

Database Migration Script Writer

coding ChatGPT / Claude Advanced

Write a database migration script for [DATABASE: PostgreSQL/MySQL/SQLite].

Current schema:
[PASTE CURRENT TABLE DEFINITIONS]

Desired changes:
[DESCRIBE WHAT NEEDS TO CHANGE]

Requirements:
- Up migration (apply changes) and down migration (rollback)
- Handle data transformation if columns are renamed or split
- Preserve existing data during migration
- Add appropriate indexes for new columns
- Include safety checks (e.g., IF EXISTS/IF NOT EXISTS)
- Wrap in a transaction where supported

React Component from Design Description

coding Claude Advanced

Build a React component based on this design description:

[DESCRIBE THE UI COMPONENT IN DETAIL: layout, colors, interactions, responsive behavior]

Requirements:
- TypeScript with proper types/interfaces
- Tailwind CSS for styling (or CSS modules if specified)
- Responsive: mobile-first, works at 320px to 1440px+
- Accessible: proper ARIA labels, keyboard navigation, focus management
- Props interface with sensible defaults
- Include usage example
- Handle loading, empty, and error states

AI Prompt for Generating CSS Animations

coding Any AI Beginner

Create a CSS animation for [DESCRIBE THE ANIMATION: e.g., a button that pulses on hover, a loading spinner, a slide-in sidebar].

Provide:
1. The @keyframes definition
2. The CSS class with animation properties (duration, easing, iteration)
3. HTML example to apply it to
4. A variant for prefers-reduced-motion (accessibility)
5. Browser compatibility notes

Keep it pure CSS. Optimize for performance (prefer transform and opacity over layout-triggering properties).

CI/CD Pipeline Configuration Generator

coding ChatGPT / Claude Advanced

Generate a CI/CD pipeline configuration for a [LANGUAGE/FRAMEWORK] project.

Platform: [GitHub Actions / GitLab CI / Jenkins / CircleCI]
Project type: [web app / API / library / monorepo]

Pipeline stages:
1. Lint and format check
2. Unit tests with coverage threshold ([X]%)
3. Build/compile
4. Integration tests
5. Security scan (dependencies)
6. Deploy to staging (on PR merge to develop)
7. Deploy to production (on release tag)

Include: caching strategy, parallel jobs, env vars handling, and rollback mechanism.

ChatGPT Prompt to Write Docker Compose Configs

coding Any AI Intermediate

Create a docker-compose.yml for a [PROJECT TYPE] with the following services:

[LIST SERVICES, e.g.:
- Web app (Node.js 20)
- PostgreSQL 16 database
- Redis cache
- Nginx reverse proxy]

Requirements:
- Named volumes for persistent data
- Custom network for inter-service communication
- Environment variables via .env file
- Health checks for each service
- Restart policies
- Resource limits (memory, CPU)
- Include a .env.example with all required variables

AI Prompt for Writing TypeScript Utility Types

coding Any AI Intermediate

Create TypeScript utility types for the following use cases in my [PROJECT TYPE] codebase:

1. [DESCRIBE TYPE NEED, e.g., Make all properties of a nested object optional]
2. [DESCRIBE TYPE NEED, e.g., Extract only string-valued keys from an interface]
3. [DESCRIBE TYPE NEED, e.g., Create a strict union type for API response variants]

For each utility type:
- Provide the type definition with generic parameters
- Explain how it works step by step
- Show 2-3 usage examples
- Note any edge cases or limitations

AI Prompt to Explain Code Line by Line

coding Any AI Beginner

Explain the following code line by line. I am a [SKILL LEVEL: beginner/intermediate] developer working in [LANGUAGE].

[PASTE CODE HERE]

For each line:
1. What it does in plain English
2. Why it is needed in this context
3. Any potential issues or edge cases

At the end, provide:
- A summary of the overall logic flow
- Suggestions for improvement (readability, performance, best practices)
- Any security concerns

AI Prompt for Vendor Evaluation Scorecard

business Any AI Intermediate

Create a vendor evaluation scorecard to compare [NUMBER] vendors for [PRODUCT/SERVICE CATEGORY].

Vendors to evaluate:
1. [VENDOR 1]
2. [VENDOR 2]
3. [VENDOR 3]

Evaluation criteria (weight each 1-5 by importance):
- Pricing and total cost of ownership
- Feature completeness for our requirements: [LIST KEY REQUIREMENTS]
- Implementation timeline and complexity
- Customer support quality and SLA
- Security and compliance certifications
- Integration with our existing stack: [LIST CURRENT TOOLS]

Output as a weighted scoring matrix with a recommendation.

AI Prompt for Business Process Automation Map

business ChatGPT / Claude Advanced

Map out automation opportunities for the [DEPARTMENT] department at [COMPANY TYPE].

Current manual processes:
[DESCRIBE 3-5 MANUAL PROCESSES]

For each process, provide:
1. Current state: steps, people involved, time spent per week
2. Automation recommendation: tool/approach (Zapier, custom script, AI agent, RPA)
3. Implementation complexity (low/medium/high)
4. Estimated time savings per week
5. Cost to implement vs annual savings (ROI calculation)
6. Risk assessment and mitigation plan

Prioritize by ROI and create a 90-day implementation roadmap.

One-Page Business Plan Generator

business Any AI Beginner

Create a one-page business plan for [BUSINESS IDEA].

Target market: [DESCRIBE TARGET CUSTOMER]
Revenue model: [DESCRIBE HOW YOU MAKE MONEY]

Include these sections (keep each to 2-3 sentences):
- Problem: what pain point you solve
- Solution: your product/service
- Target Market: who and how big
- Revenue Streams: how you make money
- Cost Structure: main expenses
- Key Metrics: 3-5 KPIs to track
- Competitive Advantage: why customers choose you
- Team: key roles needed
- 12-Month Milestones: 4 quarterly goals

AI Prompt for Customer Churn Analysis

business Any AI Intermediate

Analyze customer churn for my [BUSINESS TYPE] business and create a retention strategy.

Context:
- Monthly churn rate: [X%]
- Average customer lifetime: [X months]
- Top reasons customers leave: [LIST IF KNOWN]
- Current retention efforts: [DESCRIBE]

Provide:
1. Churn prediction indicators (behavioral signals that precede cancellation)
2. Segmented retention strategies for: at-risk, recently churned, long-term customers
3. Win-back email sequence (3 emails with subject lines and key messaging)
4. Product improvements that directly address churn reasons
5. Metrics to track weekly/monthly

AI Prompt to Write a Partnership Proposal

business Any AI Intermediate

Write a partnership proposal for [YOUR COMPANY] to partner with [TARGET COMPANY].

Partnership type: [co-marketing / integration / reseller / affiliate / joint venture]

Include:
Executive summary (2-3 sentences on the opportunity)
About your company (credibility, audience size, relevant metrics)
Partnership value proposition: what is in it for them
Proposed partnership structure and terms
Revenue/growth projections for both parties
Implementation timeline (30/60/90 days)
Success metrics and reporting cadence
Next steps and call to action

Board Meeting Preparation Prompt

business ChatGPT / Claude Advanced

Prepare materials for a board meeting for [COMPANY NAME], a [STAGE] startup in [INDUSTRY].

Current metrics:
- ARR/Revenue: [AMOUNT]
- Growth rate: [X%] MoM
- Burn rate: [AMOUNT]/month
- Runway: [X months]

Generate:
1. Executive summary (1 paragraph)
2. Financial overview with key metrics table
3. Product update: milestones hit, roadmap next quarter
4. Go-to-market update: pipeline, conversion rates, CAC/LTV
5. Team update: hires, departures, org chart changes
6. Key decisions needed from the board (frame as clear asks)
7. Risk register: top 3 risks with mitigation plans

AI Prompt for Stakeholder Communication Plan

business Any AI Beginner

Create a stakeholder communication plan for [PROJECT/INITIATIVE].

Stakeholders:
- [STAKEHOLDER GROUP 1]: role and interest level
- [STAKEHOLDER GROUP 2]: role and interest level
- [STAKEHOLDER GROUP 3]: role and interest level

For each stakeholder group, define:
1. Communication frequency (daily/weekly/monthly/milestone-based)
2. Preferred channel (email, Slack, meeting, report)
3. Level of detail (executive summary, detailed, technical)
4. Key messages and framing
5. Escalation triggers

Include a RACI matrix for key project decisions.

AI Prompt for Unit Economics Calculator

business Any AI Intermediate

Calculate and analyze unit economics for my [BUSINESS MODEL: SaaS/e-commerce/marketplace/subscription box].

Inputs:
- Average revenue per user (ARPU): $[X]/month
- Customer acquisition cost (CAC): $[X]
- Gross margin: [X%]
- Monthly churn rate: [X%]
- Average support cost per user: $[X]/month

Calculate:
1. Customer lifetime value (LTV) using both simple and DCF methods
2. LTV:CAC ratio (and whether it is healthy)
3. Months to recover CAC (payback period)
4. Contribution margin per user
5. Break-even analysis
6. Sensitivity table: how metrics change if churn improves by 1-3%

AI Prompt for Cohort Analysis Setup

data Any AI Intermediate

Design a cohort analysis for [PRODUCT/APP] to understand user retention.

Data available:
- User signup date
- [LIST KEY EVENTS: e.g., first purchase, feature usage, subscription renewal]

Create:
1. Cohort definition strategy (weekly vs monthly, by signup date vs first action)
2. SQL query to build the cohort retention table
3. How to read and interpret the cohort matrix
4. Key patterns to look for (improving vs declining cohorts)
5. Action items for each retention drop-off pattern
6. Visualization recommendation (heatmap with conditional coloring)

AI Prompt for ETL Pipeline Design

data ChatGPT / Claude Advanced

Design an ETL pipeline for [USE CASE: e.g., syncing e-commerce data to a data warehouse].

Sources: [LIST DATA SOURCES]
Destination: [DATA WAREHOUSE: BigQuery/Snowflake/Redshift]
Volume: approximately [X] rows per day
Freshness requirement: [real-time / hourly / daily]

Provide:
1. Architecture diagram (describe the components and data flow)
2. Extract: connection method and incremental vs full load strategy
3. Transform: data cleaning rules, deduplication, schema mapping
4. Load: merge strategy (upsert/append/replace)
5. Error handling: dead letter queue, retry logic, alerting
6. Monitoring: key metrics (lag, row counts, failure rate)

ChatGPT Prompt for Survey Data Analysis

data Any AI Beginner

Analyze the following survey results and generate insights.

Survey topic: [TOPIC]
Respondents: [NUMBER] people, [DESCRIBE DEMOGRAPHIC]
Questions and response data:
[PASTE SURVEY DATA OR KEY FINDINGS]

Provide:
1. Executive summary (3-5 key takeaways)
2. Statistical highlights (percentages, trends, notable outliers)
3. Cross-tabulation insights (correlations between questions)
4. Sentiment analysis of open-ended responses (if included)
5. Limitations and caveats of the data
6. Recommended next steps or follow-up questions
7. 3 suggested chart types to visualize the findings

AI Prompt for Funnel Drop-Off Analysis

data Any AI Intermediate

Analyze my conversion funnel and identify optimization opportunities.

Funnel stages and conversion rates:
1. [STAGE 1, e.g., Landing page]: [X] visitors
2. [STAGE 2, e.g., Signup form]: [X] users ([X%] conversion)
3. [STAGE 3, e.g., Onboarding]: [X] users ([X%] conversion)
4. [STAGE 4, e.g., First purchase]: [X] users ([X%] conversion)
5. [STAGE 5, e.g., Repeat purchase]: [X] users ([X%] conversion)

For each stage transition, provide:
- Is this rate good, average, or poor for [INDUSTRY]?
- Top 3 likely reasons for drop-off
- Specific improvements to test
- Expected impact (estimated % lift)

AI Prompt for Predictive Model Feature Selection

data ChatGPT / Claude Advanced

Help me select features for a predictive model.

Objective: Predict [TARGET VARIABLE]
Dataset: [NUMBER] rows, [NUMBER] features
Feature list:
[PASTE FEATURE NAMES AND DESCRIPTIONS]

For each feature, assess:
1. Likely predictive power (high/medium/low) with reasoning
2. Potential data leakage risk
3. Multicollinearity concern (which other features it may correlate with)
4. Missing data handling strategy
5. Feature engineering suggestions (interactions, bins, transformations)

Recommend a final feature set for the first model iteration.

AI Prompt for Google Analytics Report Summary

data Any AI Beginner

Summarize this Google Analytics data into an actionable report for [STAKEHOLDER: CEO/marketing team/client].

Period: [DATE RANGE]
Key metrics:
- Sessions: [X] (vs [X] previous period)
- Users: [X] (vs [X])
- Bounce rate: [X%] (vs [X%])
- Top pages: [LIST TOP 5]
- Top sources: [LIST TOP 5]
- Conversion rate: [X%] (vs [X%])

Provide:
1. Performance summary (up/down/flat, why)
2. Top 3 wins to celebrate
3. Top 3 concerns to address
4. Specific action items with owners and deadlines

AI Prompt for Data Quality Validation Rules

data Any AI Intermediate

Create data quality validation rules for my [TABLE/DATASET NAME] that contains [DESCRIBE DATA].

Columns:
[LIST COLUMN NAMES AND EXPECTED TYPES]

Generate validation rules for:
1. Completeness: which fields must not be null
2. Uniqueness: which fields or combinations must be unique
3. Range checks: valid min/max for numeric fields
4. Format validation: regex patterns for strings (emails, phones, codes)
5. Referential integrity: foreign key relationships to check
6. Freshness: expected update frequency and staleness threshold
7. Business logic: cross-field validation rules

Output as SQL queries or Python assertions.

AI Prompt for Short Story Writing Workshop

creative ChatGPT / Claude Advanced

Guide me through writing a short story (1,500-3,000 words).

Genre: [GENRE: literary fiction / sci-fi / thriller / romance / horror]
Theme: [THEME OR CENTRAL IDEA]
Setting: [TIME AND PLACE]

Step 1: Generate 3 character profiles (protagonist, antagonist/obstacle, supporting) with motivations, flaws, and voice.
Step 2: Outline the plot using: hook, rising tension, turning point, climax, resolution.
Step 3: Write the opening paragraph (250 words) in two different styles.
Step 4: Identify the emotional core and suggest a closing line that echoes it.

Wait for my feedback at each step before proceeding.

AI Prompt for Social Media Caption Generator

creative Any AI Beginner

Write 10 social media captions for [BRAND/PRODUCT] about [TOPIC/CAMPAIGN].

Platform: [Instagram / Twitter / LinkedIn / TikTok]
Tone: [playful / professional / inspirational / edgy]
Target audience: [DESCRIBE]

For each caption:
- The caption text (appropriate length for the platform)
- 5-10 relevant hashtags
- A call-to-action
- Emoji usage matching the brand tone

Mix of formats: 3 question-based, 3 story/hook-based, 2 educational, 2 promotional. None should feel like ads.

AI Prompt for Worldbuilding Framework

creative Claude Advanced

Help me build a consistent fictional world for a [GENRE] story.

Core premise: [1-2 SENTENCE CONCEPT]

Develop these worldbuilding pillars:
1. Geography and environment: key locations, climate, natural resources
2. Social structure: governance, class system, power dynamics
3. Technology/Magic level: what is possible, what is rare, what is forbidden
4. Economy: what is traded, what is valuable, who controls wealth
5. Culture: customs, language quirks, food, art, religion
6. History: 3-5 pivotal events that shaped the current world
7. Conflict sources: what tensions exist between groups

For each pillar, create details that produce story opportunities.

AI Prompt for Dialogue Writing Coach

creative Any AI Intermediate

Rewrite the following dialogue to make it more natural and revealing of character.

Original dialogue:
[PASTE DIALOGUE]

Character A personality: [DESCRIBE]
Character B personality: [DESCRIBE]
Scene context: [WHAT IS HAPPENING]
Subtext: [WHAT IS LEFT UNSAID]

Provide:
1. Rewritten dialogue with distinct voices for each character
2. Notes on what makes each line work (subtext, rhythm, character revelation)
3. Stage directions / beats between lines (pauses, gestures, actions)
4. An alternative version with higher conflict/tension

AI Image Prompt Generator for DALL-E and Midjourney

creative Any AI Beginner

Generate 5 detailed AI image generation prompts for [SUBJECT/CONCEPT].

Intended use: [social media / blog header / product mockup / art print / presentation]
Style preference: [photorealistic / illustration / watercolor / 3D render / flat design]
Mood: [DESCRIBE]

For each prompt:
- The full prompt text optimized for [DALL-E / Midjourney / Stable Diffusion]
- Suggested aspect ratio
- Key style modifiers (lighting, camera angle, color palette)
- What to include in negative prompts (what to avoid)

Make each prompt progressively more detailed and specific.

AI Prompt for Podcast Episode Concept Generator

creative Any AI Intermediate

Generate 10 podcast episode concepts for a show about [TOPIC/NICHE].

Show format: [solo / interview / co-hosted / narrative]
Target listener: [DESCRIBE IDEAL LISTENER]
Episode length: [X minutes]

For each episode concept:
1. Episode title (catchy, searchable)
2. One-line hook (why someone would click play)
3. 5-point outline of key talking points
4. Suggested guest type (if interview format)
5. Listener takeaway (what they will learn or be able to do)
6. Conversation starter question for social media promotion

Mix of evergreen topics and timely/trending angles.

AI Prompt for Brand Storytelling Framework

creative Any AI Intermediate

Develop a brand storytelling framework for [BRAND NAME].

Brand info:
- What you do: [DESCRIPTION]
- Who you serve: [TARGET AUDIENCE]
- Core values: [LIST 3-5 VALUES]
- Origin story: [BRIEF FOUNDING STORY]

Create:
1. Brand narrative arc (the hero journey applied to your customer)
2. 3 signature stories: origin story, customer transformation story, mission story
3. Storytelling guidelines: tone, vocabulary, themes to reinforce
4. Content pillars that align with your story (3-5 recurring themes)
5. Story templates for: social media, email, about page, sales conversations

AI Prompt for Landing Page Conversion Optimizer

marketing Any AI Intermediate

Audit my landing page for conversion rate optimization.

Page URL or description: [DESCRIBE THE PAGE]
Current conversion rate: [X%]
Target action: [signup / purchase / demo request / download]
Traffic source: [paid ads / organic / email / social]

Analyze and improve:
1. Headline: rewrite for clarity and urgency (3 variants)
2. Value proposition: is the benefit clear in 5 seconds?
3. Social proof: what is missing (testimonials, logos, numbers)?
4. CTA button: text, color, placement, urgency (3 variants)
5. Friction points: forms, confusing copy, missing trust signals
6. Above-the-fold content: what should stay, what should go

AI Prompt for Email Subject Line Generator

marketing Any AI Beginner

Write 20 email subject lines for [EMAIL PURPOSE: newsletter / promotion / product launch / re-engagement].

Product/topic: [DESCRIBE]
Audience: [DESCRIBE]
Tone: [casual / professional / urgent / playful]

Create 4 subject lines in each style:
1. Curiosity gap (tease without revealing)
2. Benefit-driven (what the reader gets)
3. Urgency/scarcity (time-sensitive language)
4. Personalization (using [FIRST_NAME] or behavioral data)
5. Question-based (engage with a relevant question)

For each, note character count and predict open rate potential (high/medium/low).

AI Prompt for Marketing Attribution Model

marketing ChatGPT / Claude Advanced

Design a marketing attribution model for [COMPANY TYPE] with [X] marketing channels.

Channels:
[LIST ALL CHANNELS: e.g., Google Ads, organic search, email, social media, referral, direct]

Current data available:
- [DESCRIBE WHAT TRACKING YOU HAVE]
- Average deal cycle: [X days]
- Average touchpoints before conversion: [X]

Provide:
1. Comparison of attribution models (first-touch, last-touch, linear, time-decay, position-based)
2. Recommended model with justification
3. Implementation guide: what to track, UTM strategy, tool setup
4. How to handle cross-device tracking gaps
5. Monthly reporting template with channel-level ROI

AI Prompt for Product Launch Announcement Sequence

marketing Any AI Intermediate

Create a product launch announcement sequence for [PRODUCT NAME].

Product: [DESCRIBE]
Launch date: [DATE]
Audience: [DESCRIBE]
Channels: [email, social, blog, press release]

Timeline:
1. T-14 days: Teaser (build curiosity)
2. T-7 days: Sneak peek (reveal key feature)
3. T-3 days: Early access offer (for existing customers)
4. Launch day: Full announcement across all channels
5. T+3 days: Social proof roundup (early results, testimonials)
6. T+7 days: Deep dive content (use cases, tutorials)

For each touchpoint, provide the copy for email AND social media.

AI Prompt for Customer Testimonial Request Email

marketing Any AI Beginner

Write 3 email templates to request customer testimonials/reviews.

Business: [YOUR BUSINESS]
Product/service: [WHAT THEY PURCHASED]
Timeline: [HOW LONG SINCE PURCHASE]

Template 1: Short and casual (for email or SMS)
Template 2: Detailed request with guiding questions
Template 3: Video testimonial request with preparation tips

Guiding questions to include:
- What problem were you trying to solve?
- Why did you choose us over alternatives?
- What specific results have you seen?
- Would you recommend us? Why?

Include subject lines and follow-up sequence for non-responders.

AI Prompt for Competitive Positioning Statement

marketing Any AI Intermediate

Craft a competitive positioning statement for [PRODUCT/SERVICE].

Market category: [CATEGORY]
Target customer: [DESCRIBE IDEAL CUSTOMER]
Top 3 competitors: [LIST]
Your key differentiators: [LIST 2-3]

Generate:
1. Positioning statement: For [target], [product] is the [category] that [key benefit] unlike [competitor reference] because [reason to believe]
2. Elevator pitch (30 seconds)
3. Positioning matrix: plot you vs competitors on 2 axes (suggest the best axes)
4. Messaging hierarchy: primary message, 3 supporting messages, proof points
5. Objection handling: top 5 objections and how to address them

AI Prompt for Support Ticket Auto-Response Generator

customer-support Any AI Intermediate

Create automated response templates for common customer support ticket categories.

Product/service: [DESCRIBE]
Support channels: [email / chat / help desk]

Generate templates for:
1. Password reset request
2. Billing/payment issue
3. Bug report acknowledgment
4. Feature request acknowledgment
5. Account cancellation request
6. Refund request
7. How-to question (with link to docs)
8. Outage/downtime notification

Each template must:
- Acknowledge the issue specifically
- Set expectations for resolution time
- Provide immediate self-help steps where possible
- Sound human, not robotic

AI Prompt for Knowledge Base Article Writer

customer-support ChatGPT / Claude Advanced

Write a comprehensive knowledge base article for [TOPIC/FEATURE].

Product: [PRODUCT NAME]
Target reader: [customer / internal team / new employee]
Reader goal: [WHAT THEY WANT TO ACCOMPLISH]

Article structure:
1. Title (clear, searchable, starts with action verb)
2. One-sentence summary
3. Prerequisites (what the reader needs before starting)
4. Step-by-step instructions (numbered, with expected outcomes at each step)
5. Screenshots/diagram descriptions
6. Troubleshooting section (3-5 common issues and fixes)
7. Related articles to link to

Writing rules: present tense, second person, under 8th grade reading level.

AI Prompt for Customer Satisfaction Survey Builder

customer-support Any AI Beginner

Create a customer satisfaction survey for [PRODUCT/SERVICE].

Survey trigger: [after purchase / after support ticket / quarterly / after onboarding]
Target length: 5-8 questions (under 3 minutes to complete)

Include:
1. Overall satisfaction (NPS or CSAT scale)
2. Specific experience rating questions (2-3)
3. Open-ended feedback question
4. Demographic or segmentation question (optional)
5. Follow-up permission question

For each question, provide:
- The question text
- Answer format (1-10 scale, multiple choice, open text)
- Why this question matters for business decisions

Also include: email invitation text and thank-you message.

AI Prompt for Support SLA and Escalation Policy

customer-support Any AI Intermediate

Create a customer support SLA and escalation policy for [COMPANY].

Support tiers: [e.g., free / pro / enterprise]
Support channels: [email / chat / phone]
Team size: [X support agents]
Business hours: [HOURS AND TIMEZONE]

Define:
1. Response time SLAs by priority (P1-P4) and tier
2. Resolution time targets by priority
3. Escalation matrix: when and to whom each priority escalates
4. On-call rotation structure for P1 issues
5. Internal communication template for escalations
6. Customer communication template during escalations
7. SLA breach consequences and recovery procedures

AI Prompt for Chatbot Conversation Flow Designer

customer-support Any AI Intermediate

Design a customer support chatbot conversation flow for [PRODUCT/WEBSITE].

Top customer intents to handle:
1. [INTENT 1, e.g., pricing questions]
2. [INTENT 2, e.g., account issues]
3. [INTENT 3, e.g., product how-to]
4. [INTENT 4, e.g., complaints]
5. [INTENT 5, e.g., sales inquiry]

For each intent, provide:
- Greeting and intent detection question
- Decision tree with 2-3 branches
- Quick-reply button options at each step
- When to hand off to a human agent
- Fallback message for unrecognized inputs

Also include: welcome message, away message, and conversation closing script.

AI Tutoring Prompt for Math Problem Solving

education Any AI Intermediate

Act as a patient math tutor helping me solve this problem. Do NOT give the answer directly.

Problem: [PASTE MATH PROBLEM]
My level: [middle school / high school / college]
Subject: [algebra / calculus / statistics / geometry]

Teaching approach:
1. Ask me what I understand about the problem first
2. Guide me to identify what type of problem this is
3. Suggest the first step and ask me to try it
4. If I make an error, explain what went wrong conceptually
5. After solving, give me a similar practice problem
6. Connect this problem to real-world applications

Use clear formatting with step numbers.

AI Prompt for Adaptive Learning Path Generator

education ChatGPT / Claude Advanced

Create a personalized learning path for mastering [SKILL/SUBJECT].

Current level: [beginner / intermediate / advanced]
Time available: [X hours per week]
Goal: [SPECIFIC OUTCOME, e.g., pass AWS certification, build a full-stack app]
Preferred learning style: [video / reading / hands-on projects / mixed]

Generate a structured plan with:
1. Prerequisites to verify first (with self-assessment questions)
2. Learning milestones (4-6 phases, each with clear completion criteria)
3. Resources for each milestone (free and paid options)
4. Practice projects that build on each other
5. Assessment checkpoints
6. Estimated timeline for the complete path

AI Prompt for Concept Analogy Explainer

education Any AI Beginner

Explain [COMPLEX CONCEPT] using 3 different analogies for different audiences.

Concept: [DESCRIBE THE CONCEPT]
Field: [science / technology / business / philosophy]

Analogy 1: For a 10-year-old (simple, fun, relatable to everyday life)
Analogy 2: For a college student in a different field (more nuanced, general knowledge)
Analogy 3: For a professional in a related field (precise, highlights key mechanics)

For each analogy:
- The analogy itself (2-3 sentences)
- Where the analogy holds well
- Where the analogy breaks down (important limitations)
- A follow-up question to check understanding

AI Prompt for Assignment Rubric Generator

education Any AI Intermediate

Create a detailed grading rubric for [ASSIGNMENT TYPE: essay / presentation / project / lab report].

Subject: [SUBJECT]
Grade level: [GRADE/LEVEL]
Assignment description: [BRIEFLY DESCRIBE THE ASSIGNMENT]

Rubric format:
- 4-5 criteria (dimensions of quality)
- 4 performance levels: Excellent (A), Proficient (B), Developing (C), Beginning (D/F)
- Specific, observable descriptors for each cell
- Point values that total [X] points

Also provide:
- Student-friendly version (simplified language)
- Self-assessment checklist students can use before submitting
- Common mistakes to address in assignment instructions

AI Prompt for Interactive Quiz Generator

education Any AI Beginner

Create a quiz to test understanding of [TOPIC].

Audience: [GRADE LEVEL OR AUDIENCE]
Difficulty: [easy / medium / hard / mixed]
Number of questions: [X]

Question types to include:
- [X] multiple choice (4 options each)
- [X] true/false with explanation
- [X] fill-in-the-blank
- [X] short answer

For each question:
1. The question text
2. Correct answer
3. Explanation of why it is correct
4. Common wrong answer and why students choose it

Organize by difficulty: start easy, build to harder. Include a scoring guide.

AI Prompt for UX Research Interview Script

design Any AI Intermediate

Create a user research interview script for [PRODUCT/FEATURE].

Research goal: [WHAT YOU WANT TO LEARN]
Participant profile: [WHO YOU ARE INTERVIEWING]
Interview duration: [30/45/60 minutes]

Script sections:
1. Introduction and rapport building (2-3 minutes)
2. Background questions about their current workflow (5 minutes)
3. Core questions about [TOPIC] - open-ended, non-leading (15-20 minutes)
4. Task-based questions / scenario exploration (10 minutes)
5. Reaction to concept/prototype (if applicable) (5-10 minutes)
6. Wrap-up and ask for referrals (2 minutes)

Rules: No leading questions. Include follow-up probes for each question.

AI Prompt for Design System Token Generator

design ChatGPT / Claude Advanced

Generate a design system token structure for [BRAND/PRODUCT].

Brand colors: [LIST PRIMARY, SECONDARY, ACCENT]
Typography: [FONT FAMILIES]
Target platforms: [web / iOS / Android / all]

Create tokens for:
1. Colors: primitive palette (50-950 scale), semantic tokens (background, foreground, border, states)
2. Typography: font families, sizes (8-point scale), weights, line heights
3. Spacing: base unit and scale (4px or 8px grid)
4. Border radius: small, medium, large, full
5. Shadows: elevation levels (0-4)
6. Breakpoints: mobile, tablet, desktop, wide

Output as: CSS custom properties and JSON token file (Style Dictionary format).

AI Prompt for User Flow Diagram Description

design Any AI Beginner

Describe a user flow diagram for [TASK: e.g., new user signup, checkout process, password recovery].

Product: [PRODUCT NAME/TYPE]
User type: [new user / returning user / admin]

For each step in the flow:
1. Screen/page name
2. What the user sees (key UI elements)
3. Actions available (buttons, inputs, links)
4. Decision points (if/then branches)
5. Success and error paths
6. Edge cases to handle

Format as a numbered sequence with branches clearly marked. Include:
- Entry point (where does the user come from?)
- Happy path and error recovery paths
- Exit points and what happens at each

AI Prompt for Usability Heuristic Evaluation

design Any AI Intermediate

Conduct a usability heuristic evaluation of [WEBSITE/APP] using Nielsen's 10 heuristics.

Product: [PRODUCT NAME AND URL/DESCRIPTION]
Key user tasks to evaluate: [LIST 3-5 TASKS]

For each of the 10 heuristics:
1. Visibility of system status
2. Match between system and real world
3. User control and freedom
4. Consistency and standards
5. Error prevention
6. Recognition rather than recall
7. Flexibility and efficiency of use
8. Aesthetic and minimalist design
9. Help users recover from errors
10. Help and documentation

Rate each: pass / minor issue / major issue. Describe problems and recommended fixes.

AI Prompt for Responsive Email Template Spec

design Any AI Intermediate

Write the specification for a responsive email template for [EMAIL TYPE: welcome / newsletter / promotional / transactional].

Brand: [BRAND NAME]
Brand colors: [PRIMARY, SECONDARY]
Font: [PREFERRED WEB-SAFE FONT]

Specification:
1. Layout structure (header, hero, content blocks, CTA, footer)
2. Content hierarchy and section descriptions
3. Mobile breakpoint behavior (what stacks, what hides)
4. Image specifications (dimensions, alt text, fallback)
5. CTA button design (size, color, padding, bulletproof button code)
6. Dark mode considerations
7. Accessibility requirements (min font size, color contrast, alt text)

AI Prompt for Technical Blog Post Writer

writing Any AI Intermediate

Write a technical blog post about [TOPIC] for [TARGET AUDIENCE: developers / marketers / data scientists].

Target keyword: [KEYWORD]
Word count: [1,500-2,500 words]
Technical depth: [beginner-friendly / intermediate / expert]

Structure:
1. Hook: start with a problem or surprising statistic
2. Context: why this matters now
3. Core content: explain the concept with code examples or step-by-step instructions
4. Practical example: a real-world use case the reader can replicate
5. Common pitfalls: 3-5 mistakes to avoid
6. Conclusion: key takeaways and next steps

Use short paragraphs (3-4 sentences max). Add H2/H3 subheadings every 200-300 words.

AI Prompt for Professional Bio Writer

writing Any AI Beginner

Write professional bios in 3 lengths for [PERSON NAME].

Role: [CURRENT TITLE AND COMPANY]
Key achievements: [LIST 3-5]
Expertise areas: [LIST]
Education: [DEGREES/CERTIFICATIONS]
Personal touch: [HOBBY, INTEREST, OR FUN FACT]

Bio 1: Twitter/short bio (160 characters) - punchy, personality-forward
Bio 2: LinkedIn/conference bio (100 words) - professional, achievement-focused
Bio 3: Website/speaker bio (250 words) - storytelling arc, credibility + relatability

Tone: [formal / conversational / creative]
Perspective: [first person / third person]

Avoid buzzwords like passionate, guru, ninja, rockstar.

AI Prompt for Long-Form Content Outliner

writing ChatGPT / Claude Advanced

Create a detailed outline for a [CONTENT TYPE: whitepaper / ebook / ultimate guide] about [TOPIC].

Target length: [3,000-10,000 words]
Target audience: [DESCRIBE]
Primary goal: [educate / convince / convert]
Target keyword: [KEYWORD]

Outline requirements:
1. Working title (3 options with different angles)
2. Executive summary / introduction outline
3. 6-10 major sections, each with:
   - Section title (H2)
   - 3-5 subsections (H3)
   - Key points to cover in each
   - Data, examples, or case studies to include
4. Conclusion with clear CTA
5. Estimated word count per section

AI Prompt for Personal Knowledge Management System

productivity Any AI Intermediate

Design a personal knowledge management (PKM) system for a [ROLE: developer / researcher / marketer / student].

Tools I use: [LIST: Notion / Obsidian / Google Docs / etc.]
Types of content I save: [articles, meeting notes, code snippets, research papers, ideas]
Weekly volume: approximately [X] items

Create:
1. Folder/tag taxonomy (categories and subcategories)
2. Note-taking template for each content type
3. Capture workflow: how to quickly save from different sources
4. Processing workflow: how to review and organize weekly
5. Retrieval strategy: how to find things when needed
6. Connection strategy: how to link related ideas across topics

AI Prompt for Email Template Library Builder

productivity Any AI Beginner

Create a library of email templates for common professional situations.

My role: [JOB TITLE]
Industry: [INDUSTRY]
Tone: [formal / semi-formal / casual]

Generate templates for:
1. Introducing yourself to a new contact
2. Following up after a meeting (same day)
3. Requesting a deadline extension
4. Declining a meeting politely
5. Asking for feedback on work
6. Sharing bad news or a delay
7. Requesting an introduction to someone
8. Thank you after receiving help

Each template: subject line, body (under 150 words), [VARIABLES] for personalization, timing advice.

AI Prompt for Employee Engagement Survey Design

hr Any AI Intermediate

Design an employee engagement survey for a [COMPANY SIZE] company in [INDUSTRY].

Survey goals: [WHAT YOU WANT TO MEASURE]
Frequency: [quarterly / biannual / annual]
Anonymous: [yes/no]

Create:
1. 15-20 survey questions across these dimensions:
   - Job satisfaction (3-4 questions)
   - Manager relationship (3-4 questions)
   - Growth and development (3-4 questions)
   - Company culture and values (3-4 questions)
   - Work-life balance (2-3 questions)
2. Rating scale recommendation (5-point vs 7-point, with labels)
3. 2-3 open-ended questions for qualitative insights
4. Results analysis framework (what scores mean and action thresholds)

AI Prompt for Literature Review Summarizer

research Claude Advanced

I have [NUMBER] research papers about [TOPIC]. Summarize the key findings into a structured literature review.

For each paper, extract:
1. Research question and hypothesis
2. Methodology (sample size, approach, tools)
3. Key findings (with specific data points)
4. Limitations acknowledged by the authors
5. How it relates to the other papers (agreements, contradictions, gaps)

Then synthesize into:
- Overall state of research on this topic
- Areas of consensus across papers
- Contradictions or debates
- Identified gaps for future research
- Recommended citation format for each paper

Optimize this job description for better candidate quality and DEI:

[PASTE CURRENT JOB DESCRIPTION]

Rewrite to:
1. Remove gendered language and unnecessary requirements
2. Focus on outcomes over years of experience
3. Separate must-haves from nice-to-haves (be honest)
4. Add salary range transparency
5. Highlight growth opportunities and culture
6. Optimize for job board search (keywords in title)
7. Keep it under 600 words
8. Include an inclusive closing statement

Also flag: any requirements that might unnecessarily exclude qualified candidates (e.g., degree requirements for skills-based roles).

Frequently Asked Questions

What are AI prompts?

AI prompts are instructions you give to AI tools like ChatGPT, Claude, or Gemini to get specific outputs. Well-crafted prompts include context, desired format, and constraints to produce better results. Our library provides 200 ready-to-use templates you can customize for your needs.

Do these prompts work with ChatGPT and Claude?

Yes. All prompts are designed to work with any major AI assistant including ChatGPT (GPT-4o), Claude, Google Gemini, Perplexity, and more. Simply copy the prompt and paste it into your preferred AI tool.

Are these AI prompts free?

Yes, all 200 prompts are completely free. No signup required. Copy any prompt and use it for personal or commercial purposes.

What prompt categories are available?

The library covers 13 categories: Business (15), Coding (13), Marketing (12), Creative (12), Productivity (12), Writing (11), Education (10), Data (9), Design (9), Seo (8), Hr (8), Research (7), Customer Support (6). Each prompt includes difficulty level (Beginner, Intermediate, Advanced) and works with any AI tool.

Need a custom prompt?

Our AI Prompt Generator creates tailored prompts for your specific task.

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What is a prompt library?

A prompt library is a curated collection of pre-written instructions for AI tools like ChatGPT, Claude, and Midjourney. Instead of writing prompts from scratch, you can copy proven templates and customize the bracketed variables for your specific needs. Our library includes prompts tested across multiple AI models for consistent, high-quality results.

How to use these prompts

Copy the prompt — Click the copy button on any prompt
Replace [VARIABLES] — Fill in the bracketed placeholders with your specifics
Paste into your AI tool — Works with ChatGPT, Claude, Gemini, and others
Iterate — Refine the output by asking follow-up questions