Lesson 2. How to properly set role and context
The same question with a different role and different context produces completely different answers. In this lesson you'll see which data most strongly influences the usefulness of the result.
Topic breakdown
A role isn't for a fancy title — it's to give the model the right professional logic. A marketer, a product manager, and a sales specialist look at the same problem differently.
Context helps anchor the response to a real situation: business type, region, audience, price segment, current problem, and constraints significantly affect the final advice.
A strong prompt doesn't turn into a long company biography. It contains only the context that actually helps make a decision and provide a practical answer.
What you'll learn
- choose the right role for the task
- separate useful context from filler text
- write prompts for local businesses
- compare the same question with different roles
Lesson plan
What the role changes
The role determines through which expertise and which priorities the model will approach the task.
What context is actually useful
The greatest benefit usually comes from business type, region, audience, price segment, and a specific problem.
How not to overload the prompt
Every line should serve the result. Unnecessary details only weigh down the prompt and scatter the model's focus.
How to test roles
Run one task in two or three roles and compare answers by usefulness, clarity, and audience fit.
Weak vs strong prompt
Make a content plan for Instagram.
You are an Instagram strategist for small business. We are a bakery, our audience is women aged 20-40 with families. Problem: the page is active but orders are low. Create a 7-day content plan: topic, format, CTA, and story idea for each day.
The strong prompt contains role, geography, audience, problem, and format. So the response is closer to the real business task.
Ready prompt template
Copy and adaptYou are an experienced [role]. We are a [business type], operating in [region], our audience is [segment]. Problem: [specific problem]. Give practical recommendations for [task]. Format your answer as a list of 5 points.
Why it works
The role determines the angle of view and priorities of the response.
The business type makes the advice specific rather than generic.
A separately formulated problem helps the model understand what exactly needs to be solved.
Region and audience influence language, examples, and relevance of recommendations.
Practice
- Take the question: how to get more orders from Telegram?
- Formulate it in three roles: marketer, sales manager, and content strategist.
- For each version, add region, audience, and price segment of the product.
- Compare which role gave the most useful answer.
Mini-project
Mini-project: role and context map
Build a short business map: what you sell, to whom, where, and what problem is most important right now. Then use this map in a prompt.
Tasks
- Write down the business type and main offering.
- Specify the audience and region.
- Choose one key problem.
- Based on the map, compose one prompt for practical advice.
Deliverables
- 1 role and context map
- 1 ready prompt
- 1 AI response with brief analysis
Checklist
Common mistakes
- writing too generic a role like 'expert' or 'specialist'
- replacing context with a long but useless description
- not formulating the problem separately
- mixing audience, channel, and business model into one line
Lesson FAQ
Can I set multiple roles in one prompt?
You can, but it often reduces clarity. Better to start with one main role and then separately request an alternative perspective.
Do I always need to specify the region?
If the answer is affected by language, pricing, channel, or local context, region is very useful. For local business it's a strong signal.