FrameworkGuidebeginner12 min read

The COSTAR Method: A Complete Guide

Master the most effective prompt framework for any AI task

Why Frameworks Matter

Most people write prompts the way they think: stream of consciousness. They dump their request into AI and hope for the best. Sometimes it works. Often, the results disappoint.

Frameworks change this. They give you a systematic approach that works every time. Instead of guessing what to include, you follow a proven structure that tells AI exactly what it needs to know.

The COSTAR framework is one of the most effective prompt structures available. It covers six essential elements that, when combined, consistently produce better AI outputs regardless of the task.

Insight

Structured prompts consistently produce dramatically better outputs than unstructured ones - improvements that compound with every AI interaction. The difference is not the AI model - it is the prompt.

What is COSTAR?

COSTAR is an acronym for six prompt elements that together create comprehensive AI instructions. Each letter represents a component that shapes the AI output:

1

Context

Background information the AI needs to understand your situation and make informed decisions.
2

Objective

The specific task or goal you want the AI to accomplish. Be precise about the outcome.
3

Style

The writing or communication style you want: formal, casual, technical, creative, etc.
4

Tone

The emotional quality of the response: friendly, authoritative, empathetic, urgent, etc.
5

Audience

Who will read or use the output. This shapes vocabulary, complexity, and assumptions.
6

Response Format

How you want the output structured: bullet points, paragraphs, tables, code, etc.

You do not need all six elements in every prompt. But knowing what each does helps you decide which to include based on your specific task.

C - Context

Context is the background information AI needs to understand your situation. Without context, AI makes assumptions that may be wrong for your specific case.

Good context answers: What is the situation? What has happened before? What constraints exist? What does the AI need to know to help you effectively?

Context Example
CONTEXT:
I'm the marketing manager at a B2B SaaS startup (50 employees) that sells project management software. We're launching a new feature next week that allows teams to visualize dependencies between tasks. Our target customers are tech companies with 20-200 employees. Previous feature launches had email open rates of 15-20%.
  • Be specific: “B2B SaaS startup with 50 employees” beats “small company”
  • Include relevant history: Past performance data helps AI calibrate expectations
  • State constraints: Budget limits, timeline, technical requirements
  • Define your role: Your position affects what kind of output you need
  • Err on the side of more: AI can ignore irrelevant context, but cannot invent missing information

Pro Tip

Think of context as giving AI the “situation report” before asking it to act. The more accurate the report, the better the action.

O - Objective

The objective is what you want AI to accomplish. This is the core of your prompt. A vague objective leads to vague outputs. A specific objective leads to useful results.

Good objectives use strong action verbs and specify the exact deliverable: Write, Create, Analyze, Compare, List, Summarize, Design, Evaluate.

Before
Help me with my email marketing.
After
OBJECTIVE:
Write a 3-email launch sequence announcing our new task dependency visualization feature. Each email should:
- Have a compelling subject line under 50 characters
- Be 150-200 words in the body
- Include one clear call-to-action
- Build on the previous email in the sequence
  • Use action verbs: Write, create, analyze, compare, summarize, design
  • Specify the deliverable: What exact output do you want?
  • Set boundaries: How many? How long? What scope?
  • Define success criteria: How will you know if the output is good?
  • One objective per prompt: Split complex tasks into multiple prompts

S - Style

Style defines the writing approach or communication method. It is about structure and formality, not emotion (that is tone). Think of style as the “how” of presentation.

Common styles include: formal, casual, academic, journalistic, technical, conversational, persuasive, instructional, storytelling.

Style Example
STYLE:
Write in a conversational, direct style. Use short sentences and paragraphs. Avoid corporate jargon and buzzwords like "leverage," "synergy," or "game-changing." Write like you're explaining this to a smart friend over coffee, not presenting to a boardroom.
  • Formal: Professional, structured, appropriate for business documents
  • Casual: Relaxed, conversational, uses contractions
  • Technical: Precise, uses domain terminology, detailed
  • Academic: Rigorous, cites sources, follows scholarly conventions
  • Journalistic: Inverted pyramid, facts first, concise
  • Persuasive: Uses evidence and emotional appeals, has clear thesis
  • Instructional: Step-by-step, clear directions, action-oriented

Warning

Style and tone are often confused. Style is about structure and formality. Tone is about emotion. You can have formal style with friendly tone, or casual style with urgent tone.

T - Tone

Tone is the emotional quality of the writing. It shapes how readers feel when they read the content. The right tone builds connection and trust with your audience.

Common tones include: friendly, authoritative, empathetic, enthusiastic, confident, reassuring, urgent, playful, serious, inspirational.

Tone Example
TONE:
Be enthusiastic but not over-the-top. Show genuine excitement about the feature benefits without resorting to hype language. Be confident in our solution while acknowledging the real challenges our customers face. Aim for "helpful expert who's excited to share a solution" rather than "aggressive salesperson."
  • Product launches: Enthusiastic, confident, but not hype-driven
  • Support content: Empathetic, patient, reassuring
  • Technical docs: Neutral, precise, helpful
  • Sales emails: Friendly, curious, respectful of time
  • Thought leadership: Authoritative, insightful, forward-thinking
  • Social media: Conversational, engaging, on-brand personality

A - Audience

Audience defines who will read or use the output. This shapes vocabulary, complexity level, assumed knowledge, and what examples resonate. The same topic requires completely different treatment for different audiences.

Consider: What do they already know? What do they care about? What problems do they face? What language do they use?

Audience Example
AUDIENCE:
The readers are engineering managers and technical project leads at mid-size tech companies (20-200 employees). They:
- Have used project management tools before (Asana, Jira, Monday)
- Understand software development workflows
- Care about team productivity and reducing coordination overhead
- Make or influence software purchasing decisions
- Are skeptical of marketing claims and prefer concrete examples
  • Role/Title: What is their job function?
  • Knowledge level: Beginner, intermediate, expert in the topic?
  • Goals: What are they trying to accomplish?
  • Pain points: What problems do they face?
  • Decision authority: Do they buy, influence, or use?
  • Preferences: How do they like to consume information?

Insight

The audience element often has the biggest impact on output quality. A prompt written for CTOs produces very different content than one written for individual contributors, even with the same objective.

R - Response Format

Response format tells AI how to structure the output. Without format instructions, you get whatever format AI thinks is best. With format instructions, you get output you can use immediately without reformatting.

Format options include: bullet points, numbered lists, paragraphs, tables, JSON, code blocks, headers and sections, Q&A format, scripts, templates.

Response Format Example
RESPONSE FORMAT:
For each email in the sequence, provide:

1. **Subject Line** (under 50 characters)
2. **Preview Text** (under 90 characters)
3. **Email Body**
   - Opening hook (1-2 sentences)
   - Main message (2-3 short paragraphs)
   - Call-to-action (clear, single action)
4. **Send Timing** (days after signup)

Use markdown formatting. Separate each email with a horizontal rule (---).
  • Lists: Numbered for sequences, bullets for unordered items
  • Tables: Best for comparisons and structured data
  • Headers: Use H2 for main sections, H3 for subsections
  • Templates: Provide a sample structure to fill in
  • Code blocks: Use language-specific syntax highlighting
  • JSON/Structured data: When output feeds into other systems

COSTAR in Action

See the dramatic difference between a prompt without COSTAR and one that uses the full framework.

Before
Write an email about our new feature.
After
CONTEXT:
I'm the marketing manager at TaskFlow, a B2B project management SaaS for tech companies (20-200 employees). We're launching a task dependency visualization feature next week. Previous feature launch emails had 18% open rates and 3% click rates.

OBJECTIVE:
Write the first email in a 3-part launch sequence. This email should introduce the feature and create curiosity for the full announcement. Include subject line, preview text, and body copy.

STYLE:
Conversational and direct. Short paragraphs (2-3 sentences max). No corporate jargon. Write like explaining to a smart friend.

TONE:
Enthusiastic but grounded. Show genuine excitement without hype language. Confident in our solution while acknowledging real customer challenges.

AUDIENCE:
Engineering managers and technical leads who:
- Have used tools like Asana, Jira, Monday
- Care about reducing coordination overhead
- Are skeptical of marketing claims
- Prefer concrete examples over abstract benefits

RESPONSE FORMAT:
- Subject Line (under 50 chars)
- Preview Text (under 90 chars)
- Email Body (150-200 words)
- Single clear CTA

Success

The detailed prompt takes longer to write, but saves multiple rounds of revision. You get usable output on the first try.

Quick Reference Cheatsheet

Use this cheatsheet when building your next prompt. Not every prompt needs all six elements, but check each one to decide what to include.

ElementQuestion to AskExample
C - ContextWhat background info does AI need?Company size, industry, past performance
O - ObjectiveWhat specific output do I want?Write a 3-email sequence with subject lines
S - StyleHow should it be written?Conversational, no jargon, short paragraphs
T - ToneHow should it feel emotionally?Enthusiastic but not hype-driven
A - AudienceWho will read this?Engineering managers at tech companies
R - ResponseWhat format should output take?Subject, preview text, body, CTA
COSTAR Template
COSTAR Template - Copy and Fill In:

CONTEXT:
[Background information about your situation, company, project, or constraints]

OBJECTIVE:
[Specific task with action verb and clear deliverable]

STYLE:
[Writing style: formal, casual, technical, conversational, etc.]

TONE:
[Emotional quality: friendly, authoritative, urgent, empathetic, etc.]

AUDIENCE:
[Who will read this: their role, knowledge level, goals, pain points]

RESPONSE FORMAT:
[How to structure the output: headers, lists, length, specific sections]

Next Steps

You now have the COSTAR framework. But remembering to use it and filling in each section can be tedious. That is exactly what AskSmarter.ai solves.

Our prompt builder asks you smart questions that map to each COSTAR element. You answer naturally, and we construct the optimized prompt automatically. No memorizing frameworks. No blank-page paralysis.

Build COSTAR prompts automatically

Answer a few questions about your task. AskSmarter applies COSTAR and other proven frameworks to create prompts that get results. No prompt engineering expertise required.

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