PROMPTING TECHNIQUE #02
Scenario-Based Prompts
Give AI context by describing the situation
What It Is
Scenario-based prompting provides AI with a complete situational context before asking for output. Instead of just requesting a task, you describe the circumstances, constraints, and environment in which the output will be used.
This technique is especially powerful when combined with role-based prompts, giving AI both identity and situation.
Why It Works
Context windows: AI can only "see" what's in its immediate context. When you provide scenario details, you're filling that context with relevant information that guides pattern selection.
Pattern matching: Scenarios activate patterns from similar situations in training data. A "startup pitch to investors" scenario activates different language patterns than "explaining to your grandmother."
✓ Use Scenario-Based Prompts When:
- Output needs to fit specific circumstances
- Audience or environment matters
- Constraints affect the solution
- Context changes the approach
- You want realistic, situational responses
✗ Skip Scenario-Based Prompts When:
- Task is context-independent
- Generic output is acceptable
- You're asking simple factual questions
- Scenario details don't change the answer
- You want maximum flexibility in output
Ready-to-Use Templates
Template 1: Situational Response
Best for: Customer service, communication, conflict resolution
Situation: [DESCRIBE THE CIRCUMSTANCES]
The challenge:
- [KEY CONSTRAINT 1]
- [KEY CONSTRAINT 2]
- [DESIRED OUTCOME]
Given this situation, [WHAT YOU NEED]
Example:
"Situation: A customer ordered a custom product 3 weeks ago, was promised delivery yesterday, and is now calling upset. The challenge: The supplier delayed us by 2 weeks (not our fault), we can't offer a refund on custom items, but we want to keep the customer happy. Given this situation, write a response email that acknowledges their frustration, explains what happened, and offers a solution."
"Situation: A customer ordered a custom product 3 weeks ago, was promised delivery yesterday, and is now calling upset. The challenge: The supplier delayed us by 2 weeks (not our fault), we can't offer a refund on custom items, but we want to keep the customer happy. Given this situation, write a response email that acknowledges their frustration, explains what happened, and offers a solution."
Template 2: Constrained Problem-Solving
Best for: Strategic decisions, resource allocation, planning
I need to [GOAL].
Current situation:
- Budget: [AMOUNT]
- Timeline: [TIMEFRAME]
- Team: [RESOURCES]
- Must avoid: [CONSTRAINTS]
What's the best approach given these limitations?
Example:
"I need to launch a new product line. Current situation: Budget: $50K, Timeline: 3 months, Team: 2 developers and 1 designer, Must avoid: taking resources from existing product support. What's the best approach given these limitations?"
"I need to launch a new product line. Current situation: Budget: $50K, Timeline: 3 months, Team: 2 developers and 1 designer, Must avoid: taking resources from existing product support. What's the best approach given these limitations?"
Template 3: Audience-Adapted Communication
Best for: Presentations, training, marketing
I'm presenting [TOPIC] to [AUDIENCE].
About this audience:
- Background: [WHAT THEY KNOW]
- Concerns: [WHAT THEY CARE ABOUT]
- Decision factors: [WHAT INFLUENCES THEM]
- Attention span: [TIME/PATIENCE LEVEL]
Create [CONTENT TYPE] that will resonate with this specific group.
Example:
"I'm presenting cybersecurity improvements to our board of directors. About this audience: Background: Non-technical executives, Concerns: Cost and ROI, Decision factors: Risk mitigation and compliance, Attention span: 10-minute presentation max. Create an executive summary that will resonate with this specific group."
"I'm presenting cybersecurity improvements to our board of directors. About this audience: Background: Non-technical executives, Concerns: Cost and ROI, Decision factors: Risk mitigation and compliance, Attention span: 10-minute presentation max. Create an executive summary that will resonate with this specific group."
Template 4: Environmental Context
Best for: Industry-specific solutions, compliance, regulations
I operate in [INDUSTRY/MARKET].
Key factors:
- Regulations: [COMPLIANCE REQUIREMENTS]
- Competition: [MARKET DYNAMICS]
- Customer base: [DEMOGRAPHIC/PSYCHOGRAPHIC]
- Seasonal factors: [TIMING ISSUES]
How should I approach [SPECIFIC CHALLENGE]?
Example:
"I operate in healthcare SaaS. Key factors: Regulations: HIPAA compliance required, Competition: 3 major players with 70% market share, Customer base: small medical practices (2-10 doctors), Seasonal factors: budget cycles align with calendar year. How should I approach pricing for a new telehealth module?"
"I operate in healthcare SaaS. Key factors: Regulations: HIPAA compliance required, Competition: 3 major players with 70% market share, Customer base: small medical practices (2-10 doctors), Seasonal factors: budget cycles align with calendar year. How should I approach pricing for a new telehealth module?"
Template 5: Crisis Management
Best for: Urgent situations, damage control, high-pressure decisions
Emergency situation: [WHAT HAPPENED]
Current status:
- Impact: [WHO/WHAT IS AFFECTED]
- Timeline: [HOW URGENT]
- Stakeholders involved: [WHO NEEDS TO KNOW]
- Potential consequences: [WHAT'S AT RISK]
I need [IMMEDIATE ACTION REQUIRED].
Example:
"Emergency situation: Our e-commerce site went down during Black Friday. Current status: Impact: 10,000+ customers can't checkout, Timeline: Down for 2 hours already, Stakeholders: Customers, executive team, technical team, Potential consequences: $500K+ in lost sales, reputation damage. I need a customer communication plan for social media and email within 15 minutes."
"Emergency situation: Our e-commerce site went down during Black Friday. Current status: Impact: 10,000+ customers can't checkout, Timeline: Down for 2 hours already, Stakeholders: Customers, executive team, technical team, Potential consequences: $500K+ in lost sales, reputation damage. I need a customer communication plan for social media and email within 15 minutes."
Pro Tips
- Be concrete: "Budget is tight" is vague. "$15K budget for 6-month project" activates specific patterns.
- Include consequences: Explain what happens if something goes wrong - it helps AI understand priority.
- Layer scenarios: Start with situation, then add "Also consider..." for complex multi-factor problems.
- Update as you iterate: If first response misses the mark, add scenario details you forgot.
- Combine with roles: "You are a crisis PR manager. Emergency situation: ..." is more powerful than either alone.
Understanding the Fundamentals
Scenario-based prompts work because of core AI principles:
- Context Windows: AI only sees what you give it. Rich scenarios fill the context with useful information.
- Pattern Matching: Specific situations activate patterns from similar contexts in training data.
- Constraint-Guided Generation: Limitations and requirements help AI narrow down appropriate responses.
Want to understand these concepts more deeply? Our Making AI Make Sense series breaks down how AI actually works.
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