#07 Prompting Technique

Contextual Prompts

Provide rich background to dramatically improve output quality.

Overview

What It Is

Contextual prompts surround your request with relevant background information about the situation, audience, constraints, and goals. Instead of making AI guess, you provide explicit context up front.

The difference is like asking 'write an email' versus 'write an email to a frustrated customer who received the wrong product, considering we've already apologized once and want to retain their business.' Context transforms generic outputs into precise, appropriate responses.

The Mechanics

Why It Works

AI completes patterns based on what's in its context window. When you provide rich context, you activate highly specific patterns that match your exact situation rather than generic patterns that may not apply.

Think of context as search terms for AI's pattern database: generic search returns generic results, while specific search returns precisely what you need. Every additional detail narrows the pattern space to better matches.

Decision Guide

When To Use It

Use When
  • Communication that must resonate with specific audiences
  • Decisions requiring situational judgment
  • Content that must match brand voice or style
  • Technical work requiring industry knowledge
  • Any task where generic output would miss the mark
Skip When
  • Simple factual queries with universal answers
  • When you genuinely want generic, universal output
  • Exploratory brainstorming where constraints limit creativity
  • When you don't know enough context to provide it
  • Quick throwaway drafts where precision doesn't matter
Copy & Paste

Ready-to-Use Templates

T01 Audience Context Communication that must resonate with specific groups
Context: My audience is [demographics, knowledge level, concerns, motivations] Their current situation: [what they're experiencing or facing] Their goals: [what they want to achieve] My relationship to them: [how you're connected, any history] [Your main request]
Example

"Context: My audience is small business owners with 5-20 employees, limited tech experience, concerned about costs. They're experiencing growth but drowning in manual processes. They want efficiency without complexity. I'm a consultant they just hired. Write an email explaining AI automation benefits."

T02 Situation Context Responses that need to fit specific circumstances
Situation: [What's happening and why this request is needed] Background: [Relevant history or previous events] Current status: [Where things stand right now] Complications: [Any factors that make this challenging] [Your main request]
Example

"Situation: A major client missed their payment deadline, now 45 days overdue. Background: They've been reliable for 3 years, this is their first late payment. Current status: Not responding to calls or emails. Complications: We need the payment but don't want to lose the client. Draft a firm but professional collection email."

T03 Constraint Context Tasks with specific limitations or requirements
Constraints: - Budget: [financial limitations] - Timeline: [time restrictions] - Resources: [what you have/don't have available] - Policies: [any rules or standards that must be followed] - Technical: [any technical limitations] Given these constraints: [Your main request]
Example

"Constraints: Budget $5K, Timeline: 2 weeks, Resources: one part-time designer, Policies: must use existing brand guidelines, Technical: must work on WordPress. Given these constraints, create a marketing campaign plan for product launch."

T04 Style & Tone Context Content that must match specific voice or brand
Style requirements: - Tone: [formal/casual/urgent/empathetic/etc.] - Voice: [active/passive, first/third person] - Language level: [technical/simple, industry jargon yes/no] - Length: [word count or time to read] - Format: [structure and formatting needs] Our brand voice: [description or example] [Your main request]
Example

"Style requirements: Tone: friendly but professional, Voice: active first person, Language: simple no jargon, Length: under 200 words, Format: 3 short paragraphs. Our brand voice: conversational like talking to a knowledgeable friend. Write our About Us page."

T05 Goal & Outcome Context Strategic content focused on specific results
Primary goal: [What you ultimately want to achieve] Success looks like: [How you'll know it worked] Secondary goals: [Nice-to-have outcomes] What to avoid: [Outcomes you don't want] How this will be used: [Context for application] [Your main request]
Example

"Primary goal: Get 30% of recipients to schedule a demo call. Success looks like: Click-through rate above 5% and calendar bookings. Secondary goals: Position us as thought leaders. Avoid: Sounding salesy or making unrealistic claims. How used: Cold email campaign to 500 qualified leads. Write the email."

Pro Tips

  • Layer context types: Combine audience + situation + constraint context for maximum precision. Each layer narrows the pattern space further.
  • Use real examples: 'Like this [example]' is more powerful than describing style abstractly — show AI what you mean.
  • Include what NOT to do: Negative context prevents common mistakes just as effectively as positive instructions.
  • Start with most important context: Put critical information up front — AI weighs earlier context more heavily.
  • Update context as you iterate: If the first response misses something, add that detail to the context rather than just correcting the output.

Understanding the Fundamentals

These techniques work because of how AI actually processes language. Our Making AI Make Sense series breaks down exactly why — making techniques like this intuitive instead of mysterious. 34 videos, free on YouTube.

Watch on YouTube →

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