Provide Context
Context is the secret ingredient that transforms good prompts into great results
Why Context Matters
AI doesn't know anything about your specific situation, your audience, your goals, or your constraints unless you tell it. Without context, AI can only provide generic answers that may not fit your needs.
Think of context as giving the AI a lens through which to view your request. The same task—like "write an email"—could mean completely different things for a CEO addressing investors vs. a teacher writing to parents vs. a developer reporting a bug.
The 5 Types of Context
1. Situational Context
What's happening? Where are you in the process? What led to this need?
❌ Without Context:
"Write a project status update"
✅ With Context:
"Write a project status update for our mobile app redesign project. We're in week 6 of an 8-week sprint, currently in the user testing phase. The project was delayed by 2 weeks due to technical issues, but we're back on track. This update is for our executive stakeholders who check progress weekly."
2. Audience Context
Who will read/use this? What's their knowledge level? What do they care about?
❌ Without Context:
"Explain blockchain"
✅ With Context:
"Explain blockchain technology to a 60-year-old small business owner who has basic computer skills but no technical background. They want to understand if blockchain could help their retail business with inventory management. Keep it under 200 words and avoid technical jargon—use everyday analogies instead."
3. Goal Context
What are you trying to achieve? What success looks like? What's the desired outcome?
❌ Without Context:
"Write social media posts"
✅ With Context:
"Write 5 LinkedIn posts to promote our new cybersecurity service to mid-size companies. Goal: generate leads and position us as thought leaders. Each post should educate readers about a specific security risk (ransomware, phishing, data breaches, insider threats, cloud vulnerabilities) and subtly suggest our service as a solution. We want to increase our LinkedIn followers by 20% and get at least 50 engagement actions per post."
4. Constraint Context
What limitations exist? What must you avoid? What resources do you have?
❌ Without Context:
"Plan a team building event"
✅ With Context:
"Plan a team building event for our remote team of 15 software developers across 3 time zones (EST, PST, GMT). Budget: $500. Must be virtual since we're fully remote. Duration: 2 hours max. Constraints: avoid anything requiring physical items to be shipped (no time), and half the team is introverted so avoid activities that feel too 'forced fun'. Goal is genuine connection and stress relief."
5. Historical Context
What's happened before? What have you tried? What's the background story?
❌ Without Context:
"Help me improve email open rates"
✅ With Context:
"Help me improve email open rates for our SaaS product newsletter. Context: We send weekly emails to 10,000 subscribers (B2B tech professionals). Current open rate is 12%, down from 18% six months ago. We've already tried: A/B testing subject lines (marginal improvement), sending at different times (Tuesday 10am works best), and segmenting by industry (no significant change). Our competitor has 25% open rates. What else can we try?"
The Context Formula
Use this template to structure your contextual prompts:
[ROLE/SITUATION] I am/We are [your role/situation]
[BACKGROUND] Currently/Recently [relevant background]
[AUDIENCE] This is for [target audience + their characteristics]
[GOAL] I want to achieve [desired outcome]
[CONSTRAINTS] Important constraints: [limitations]
[TASK] Please [specific request]
Real-World Examples
Example 1: Job Interview Preparation
"I'm a mid-level frontend developer with 4 years of React experience, interviewing for a senior position at a fintech startup next week. The company is building a B2B payment platform and emphasized during the screening that they value system design thinking and mentorship abilities. I'm strong technically but have limited experience explaining architectural decisions and have never officially mentored anyone. Please create 10 behavioral interview questions I should prepare for, focusing on leadership, system design communication, and working in a regulated industry. For each question, provide a framework for structuring my answer."
Example 2: Content Strategy
"I run a YouTube channel about home gardening with 5,000 subscribers. My audience is mainly urban millennials (25-35) living in apartments who want to grow herbs and vegetables indoors. My most popular videos are 'beginner mistakes' and 'quick tips' formats (5-7 minutes). I post weekly but my view counts have plateaued at around 2,000 views per video for the past 3 months. Competitors with similar content are getting 10-20k views. I have basic video editing skills and film with my smartphone. Create a 30-day content strategy to break through this plateau, including specific video topics, SEO tactics, and engagement strategies that don't require expensive equipment."
Example 3: Technical Documentation
"I'm a senior developer at a healthcare company writing API documentation for our new patient data API. Audience: third-party developers integrating with our system, varying skill levels (some junior, some senior). Constraint: Healthcare data is highly regulated (HIPAA compliance required), so security and privacy must be emphasized heavily. Our API uses OAuth 2.0, rate limiting (1000 requests/hour), and requires specific headers for audit trails. I need to write the 'Getting Started' section that covers authentication, making your first API call, handling errors, and security best practices. Tone should be professional but friendly—we want developers to feel supported, not overwhelmed by regulations."
Common Context Mistakes
❌ Assuming AI Knows Your Industry
"Write a proposal for the CFO" - Which company? What industry? What's the proposal for? Never assume context.
❌ Too Much Irrelevant Context
Including your company's entire history when you just need a tweet written. Balance is key—provide relevant context only.
❌ Vague Context
"For business people" vs. "For C-level executives at Fortune 500 companies in the healthcare sector" - Be specific about context too.
Practice Exercise
Add context to these prompts using the 5 types of context:
1. "Write a press release"
Show one possible answer
"I'm the marketing director at GreenTech Solutions, a B2B SaaS company that just secured $10M Series A funding (led by Accel Partners). We're a 3-year-old startup with 50 employees, focused on helping manufacturing companies reduce their carbon footprint through AI-powered supply chain optimization. This is our first major funding announcement. Target audience: tech journalists, industry publications (TechCrunch, VentureBeat), and potential enterprise customers. We want to emphasize our growth (300% YoY), the problem we solve (manufacturing accounts for 23% of global emissions), and how we'll use the funding (expand sales team, enhance AI models). Write a 400-word press release in AP Style that's newsworthy and data-driven."
2. "Create a study guide"
Show one possible answer
"I'm a college sophomore taking Organic Chemistry II, struggling with reactions mechanisms (currently averaging C+). My final exam is in 2 weeks covering 8 chapters: aldehydes, ketones, carboxylic acids, amines, aromatic compounds, and their reactions. I learn best through visual diagrams and step-by-step breakdowns rather than memorization. I have about 3 hours per day to study. Create a 14-day study plan that prioritizes the most commonly tested mechanisms, includes practice problem recommendations, breaks down complex mechanisms into memorable steps, and incorporates active recall techniques. Focus heavily on electron pushing mechanisms since that's my weakest area."
Context Checklist
Before submitting your prompt, ask yourself:
- ✓Does the AI know who I am and what I'm doing?
- ✓Did I explain who the audience is and what they care about?
- ✓Is my goal/desired outcome clear?
- ✓Did I mention important constraints or limitations?
- ✓Is there relevant background or history that would help?