50+ AI Prompts Examples: Real-World Use Cases & Applications
Master AI with practical, ready-to-use prompt examples across every major category. From content creation and marketing to healthcare and e-commerce, discover proven prompts that deliver results.
Why AI Prompt Examples Matter
Learning prompt engineering through examples is the fastest way to master AI tools. Instead of abstract theory, you see exactly how to structure prompts for specific, real-world tasks. Each example in this guide has been tested and refined to produce high-quality results.
Whether you're using ChatGPT, Claude, Gemini, or other AI models, these prompts work across platforms with minor adjustments. Copy them, customize them to your needs, and start getting better AI outputs immediately.
How to Use These Examples
- Copy & Customize: Replace bracketed placeholders [like this] with your specific information
- Test & Iterate: Try the prompt as-is first, then refine based on results
- Learn Patterns: Notice what makes each prompt effective (specificity, structure, examples)
- Build Your Library: Save prompts that work well for recurring tasks
Content Creation Prompts
Use Case:
Create comprehensive blog content optimized for search engines and reader engagement
Prompt:
Write a 1500-word blog post about [TOPIC] for [TARGET AUDIENCE].
Requirements:
- Include SEO keyword: [PRIMARY KEYWORD]
- Use H2 and H3 headings for structure
- Add 3-5 practical examples or case studies
- Tone: Professional but conversational
- Include a compelling introduction and actionable conclusion
- Add a call-to-action at the end
Structure:
1. Introduction (hook + preview)
2. Main points (3-5 sections with subheadings)
3. Conclusion with key takeaways
4. CTA
Focus on providing value and actionable insights.Expected Output:
Well-structured, SEO-optimized article with clear headings, practical examples, and engaging content that ranks well and provides value to readers.
Use Case:
Create engaging LinkedIn content that establishes expertise and drives engagement
Prompt:
Create a LinkedIn post about [TOPIC] that positions me as a thought leader.
Context:
- My role: [YOUR ROLE]
- Industry: [YOUR INDUSTRY]
- Key insight to share: [YOUR INSIGHT]
Requirements:
- Start with a compelling hook
- Share a personal story or observation
- Include 1-2 data points or statistics
- End with a question to encourage comments
- Use 2-3 line breaks for readability
- 150-200 words
- Professional but authentic tone
- Include 3-5 relevant hashtagsExpected Output:
Engaging LinkedIn post with strong hook, personal storytelling, credible data, and conversation-starting question that drives meaningful engagement.
Use Case:
Write compelling video scripts that retain viewer attention and deliver value
Prompt:
Write a 10-minute YouTube video script about [TOPIC] for [TARGET AUDIENCE].
Video goal: [EDUCATE/ENTERTAIN/PERSUADE]
Channel style: [STYLE - e.g., educational, casual, professional]
Structure:
- Hook (first 10 seconds) - grab attention
- Introduction (30 seconds) - promise value
- Main content (8 minutes) - deliver value in 3-5 points
- Conclusion (1 minute) - recap + CTA
- Outro (30 seconds) - subscribe reminder
Include:
- On-screen text suggestions for key points
- B-roll suggestions where relevant
- Timestamps for each section
- Natural speaking patterns (contractions, conversational language)
Make it engaging and valuable from start to finish.Expected Output:
Complete video script with timing, engagement hooks, clear structure, and production notes that keeps viewers watching.
Marketing & Sales Prompts
Use Case:
Create effective cold outreach emails that get responses
Prompt:
Create a 3-email cold outreach sequence for [PRODUCT/SERVICE].
Target audience: [IDEAL CUSTOMER PROFILE]
Value proposition: [WHAT YOU OFFER]
Goal: [BOOK MEETING/START TRIAL/GET RESPONSE]
Requirements for each email:
- Subject line that gets opens (test 2 options)
- Personalized opening line
- Clear value proposition
- Social proof or credibility
- Single, clear CTA
- Professional but conversational tone
- Keep under 150 words
Email 1: Initial outreach (Day 0)
Email 2: Value-add follow-up (Day 3)
Email 3: Final check-in (Day 7)
Include reasons why each email works.Expected Output:
Three-email sequence with compelling subject lines, personalized content, clear CTAs, and strategic timing that improves response rates.
Use Case:
Write high-converting ad copy for social media campaigns
Prompt:
Create 5 variations of Facebook ad copy for [PRODUCT/SERVICE].
Campaign objective: [AWARENESS/CONSIDERATION/CONVERSION]
Target audience: [DEMOGRAPHICS + PSYCHOGRAPHICS]
Budget: [AD BUDGET]
For each variation include:
- Attention-grabbing headline (5-10 words)
- Body copy (50-100 words)
- Call-to-action
- Suggested image/video concept
Test different angles:
1. Problem-solution
2. Benefit-focused
3. Social proof/testimonial
4. Urgency/scarcity
5. Educational/value-add
Make each variation distinct enough to A/B test effectively.Expected Output:
Five unique ad copy variations testing different psychological triggers, each with headlines, body copy, CTAs, and creative direction.
Use Case:
Create compelling product launch messaging across channels
Prompt:
Write a comprehensive product launch announcement for [PRODUCT NAME].
Product details:
- What it does: [DESCRIPTION]
- Target users: [AUDIENCE]
- Key features: [LIST 3-5 FEATURES]
- Pricing: [PRICING INFO]
- Launch date: [DATE]
Create:
1. Press release (300-400 words)
2. Email announcement to existing customers (200 words)
3. Social media posts (Twitter, LinkedIn, Instagram)
4. Website hero section copy
5. FAQ section (5 common questions)
Tone: Exciting but professional
Focus: Benefits over features
Include: Clear CTAs for each channelExpected Output:
Complete launch package with press release, customer email, social posts, website copy, and FAQs ready for multi-channel deployment.
Development & Technical Prompts
Use Case:
Generate production-ready API integration code with error handling
Prompt:
Write a Python function to integrate with [API NAME] API.
Requirements:
- Endpoint: [API ENDPOINT]
- Method: [GET/POST/PUT/DELETE]
- Authentication: [AUTH TYPE]
- Parameters: [LIST PARAMETERS]
Function should:
- Include proper error handling
- Use requests library
- Return JSON response or raise custom exception
- Include retry logic for network failures (3 attempts)
- Add logging for debugging
- Include type hints
- Follow PEP 8 style guide
Also provide:
- Example usage
- Required environment variables
- Common error scenarios and handlingExpected Output:
Complete Python function with error handling, retries, logging, type hints, example usage, and documentation.
Use Case:
Get detailed code review with performance and security suggestions
Prompt:
Review this code and provide detailed feedback:
```[LANGUAGE]
[PASTE YOUR CODE HERE]
```
Review for:
1. Security vulnerabilities
2. Performance bottlenecks
3. Code quality & readability
4. Best practices for [LANGUAGE/FRAMEWORK]
5. Edge cases not handled
6. Potential bugs
For each issue found:
- Explain why it's problematic
- Show improved code example
- Rate severity (Critical/High/Medium/Low)
Provide a summary with top 3 priority fixes.Expected Output:
Comprehensive code review with categorized issues, severity ratings, improved code examples, and prioritized action items.
Use Case:
Create clear, comprehensive technical documentation
Prompt:
Write technical documentation for [FEATURE/API/LIBRARY].
Target audience: [DEVELOPERS/END-USERS/ADMINS]
Technical level: [BEGINNER/INTERMEDIATE/ADVANCED]
Include:
1. Overview (what it is, why use it)
2. Quick start guide (5-minute setup)
3. Detailed usage with code examples
4. Configuration options (table format)
5. Common use cases (3-5 examples)
6. Troubleshooting section (common issues + solutions)
7. API reference (if applicable)
Requirements:
- Use clear, jargon-free language
- Include working code examples
- Add comments explaining key concepts
- Provide links to related documentation
- Follow standard documentation formatExpected Output:
Complete technical documentation with overview, quick start, examples, configuration guide, troubleshooting, and API reference.
Customer Support Prompts
Use Case:
Craft professional, empathetic responses to customer complaints
Prompt:
Write a customer support response to this inquiry:
Customer message: [PASTE CUSTOMER MESSAGE]
Context:
- Issue type: [TECHNICAL/BILLING/FEATURE REQUEST]
- Customer tier: [FREE/PAID/ENTERPRISE]
- Account age: [TIME AS CUSTOMER]
- Previous interactions: [ANY CONTEXT]
Response requirements:
- Acknowledge their frustration/concern
- Apologize if appropriate (genuine, not generic)
- Provide clear solution or next steps
- Set realistic expectations for resolution time
- Offer additional help if needed
- Professional but warm tone
- Under 200 words
Include a subject line if this is an email response.Expected Output:
Empathetic, professional support response that addresses the issue, provides solutions, and maintains positive customer relationship.
Use Case:
Create clear, helpful knowledge base articles
Prompt:
Write a help center article answering: [QUESTION]
Article structure:
- Clear title (what problem this solves)
- Brief summary (1-2 sentences)
- Step-by-step solution (numbered list)
- Screenshots/video placeholder locations
- Common variations of the problem
- Related articles (suggest 3-5 topics)
- "Still need help?" section
Requirements:
- Use simple, non-technical language
- Include examples
- Anticipate follow-up questions
- Add troubleshooting tips
- Format for easy scanning (bullets, bold, headings)
- 300-500 words
Target: Solve 80% of customer questions without support ticket.Expected Output:
Comprehensive help article with clear steps, examples, troubleshooting, and related resources that reduces support tickets.
Healthcare Industry Prompts
Use Case:
Create clear, accessible patient education content
Prompt:
Write patient education material about [MEDICAL TOPIC/PROCEDURE].
Target audience: Patients with [CONDITION] and their families
Reading level: 6th-8th grade
Include:
1. What is [TOPIC]? (simple explanation)
2. Why is it important?
3. What to expect (before, during, after)
4. How to prepare
5. Recovery and follow-up
6. Warning signs to watch for
7. Questions to ask your doctor
8. Resources for more information
Requirements:
- Use plain language (no medical jargon)
- Define any medical terms you must use
- Be reassuring but accurate
- Include practical tips
- HIPAA-compliant (no patient data)
- Culturally sensitive
- 500-700 wordsExpected Output:
Clear, accessible patient education document that informs without overwhelming, using simple language and practical guidance.
Use Case:
Summarize clinical protocols for healthcare staff
Prompt:
Create a clinical protocol summary for [PROCEDURE/TREATMENT].
Purpose: Quick reference for [NURSES/DOCTORS/TECHNICIANS]
Include:
1. Indications and contraindications
2. Required equipment/supplies
3. Step-by-step procedure
4. Safety considerations
5. Documentation requirements
6. Potential complications and responses
7. References to full protocol
Format:
- Bullet points for easy scanning
- Bold critical safety steps
- Include quick decision tree if applicable
- Fit on 1-2 pages
- Evidence-based (cite guidelines)
Tone: Professional, precise, actionableExpected Output:
Concise clinical protocol summary with clear steps, safety alerts, and decision support for healthcare professionals.
E-commerce Prompts
Use Case:
Write product descriptions that drive sales and answer customer questions
Prompt:
Write a product description for [PRODUCT NAME].
Product details:
- Category: [CATEGORY]
- Key features: [LIST 5-7 FEATURES]
- Benefits: [MAIN BENEFITS]
- Price: [PRICE]
- Target customer: [CUSTOMER PROFILE]
Structure:
1. Attention-grabbing headline
2. Opening paragraph (emotional hook + key benefit)
3. Feature-benefit bullets (5-7 points)
4. Technical specifications (table format)
5. Trust elements (guarantee, reviews, certifications)
6. Strong CTA
Requirements:
- Focus on benefits, not just features
- Use sensory language
- Address common objections
- Include SEO keywords: [KEYWORDS]
- 200-300 words for main description
- Scannable formatExpected Output:
Compelling product description with headline, emotional appeal, benefit-focused bullets, specs, trust signals, and strong CTA.
Use Case:
Recover abandoned carts with persuasive email sequence
Prompt:
Create a 3-email abandoned cart recovery sequence.
Product/cart details:
- Average cart value: [AMOUNT]
- Products typically abandoned: [PRODUCT TYPES]
- Target audience: [CUSTOMER PROFILE]
Email 1 (1 hour after abandonment):
- Subject line (create urgency)
- Reminder of items left behind
- Easy return to cart link
- Remove barriers (free shipping, easy returns)
Email 2 (24 hours later):
- Different subject line
- Social proof (reviews, bestseller status)
- Limited-time discount (10-15% off)
- Address common concerns
Email 3 (48 hours later):
- Final reminder subject line
- Last chance messaging
- Customer service offer
- Alternative products if applicable
Keep each email under 150 words, mobile-optimized.Expected Output:
Three-email sequence with compelling subject lines, increasing urgency, social proof, and incentives to complete purchase.
Business Operations Prompts
Use Case:
Analyze and optimize inventory levels using AI
Prompt:
Analyze this inventory data and provide optimization recommendations:
[PROVIDE DATA OR DESCRIBE SCENARIO]
- Product categories: [LIST]
- Current turnover rate: [RATE]
- Lead times: [TIMES]
- Storage costs: [COSTS]
- Stockout history: [FREQUENCY]
Analyze for:
1. Slow-moving inventory (suggest action)
2. Optimal reorder points by category
3. Safety stock levels
4. Seasonal demand patterns
5. Cost reduction opportunities
Provide:
- Executive summary (key findings)
- Detailed recommendations by category
- Expected cost savings
- Implementation timeline
- Risk factors to consider
Format as a business report with data tables.Expected Output:
Comprehensive inventory analysis with actionable recommendations, cost savings projections, and implementation plan.
Use Case:
Identify inefficiencies and suggest process improvements
Prompt:
Analyze this business process and suggest improvements:
Current process: [DESCRIBE CURRENT WORKFLOW]
Pain points: [LIST KNOWN ISSUES]
Stakeholders: [WHO'S INVOLVED]
Goals: [WHAT YOU WANT TO ACHIEVE]
Analyze:
1. Bottlenecks and inefficiencies
2. Automation opportunities
3. Resource allocation
4. Communication gaps
5. Risk factors
Provide:
- As-is process map (text description)
- To-be process map (improved version)
- Gap analysis
- Implementation roadmap (phases)
- ROI estimation
- Change management considerations
Format: Business presentation structureExpected Output:
Detailed process analysis with current state, improved state, implementation roadmap, and ROI projections.
Pro Tips for Using These Examples
Replace all bracketed placeholders with your specific information. Add industry-specific terminology, brand voice, and unique requirements.
Try prompts as-is first, then refine based on output quality. Track which variations work best for your specific AI model.
Save prompts that work well in your own library. Tag them by project, client, or use case for easy retrieval.
Notice what makes these prompts effective: specificity, structure, examples, output formatting. Apply these patterns to your own prompts.
Start Using These Prompts Today
These 50+ AI prompt examples cover the most common real-world use cases across industries. Whether you're in content creation, marketing, development, healthcare, e-commerce, or operations, you now have proven templates to accelerate your AI workflow.
Remember: the best prompts are the ones you actually use and refine. Start with these examples, customize them to your needs, track what works, and gradually build your own library of high-performing prompts.