Most prompts fail because they're missing one of five critical elements. The CRTSE framework ensures you nail all five, every time. Here's the complete system.
After testing 10,000+ prompts across every major AI model, I found that output quality correlates with five specific elements. Miss any one, and quality drops from a 9/10 to a 5/10. Include all five, and you get consistently professional output.
I call it the CRTSE Framework: Context, Role, Task, Specifics, Examples.
The CRTSE Framework
C — Context
What it is: Background information the AI needs to understand your situation.
Without context:
"Write a product description for our new feature."
// Output: Generic, could be about anything
With context:
"Our company sells project management software to remote teams
of 10-50 people. We just launched a new async video messaging
feature that lets team members record and share short video
updates instead of scheduling meetings."
// Output: Targeted, relevant, specific
Rule: Include who you are, who your audience is, and what situation you're in. More context almost always improves output.
R — Role
What it is: The expertise lens through which the AI should respond.
Without role:
"Tell me about our pricing strategy."
// Output: Generic business advice
With role:
"You are a SaaS pricing consultant who has worked with 50+
B2B companies. You specialize in value-based pricing for
companies in the $1M-$10M ARR range."
// Output: Expert-level, specific, actionable
Rule: The more specific the role, the better. "Marketing expert" is weak. "B2B SaaS content marketing strategist who focuses on developer tools" is strong.
T — Task
What it is: The specific action you want performed.
Weak task:
"Help me with my landing page."
// Too vague — help how?
Strong task:
"Write the hero section copy for our landing page. This includes:
1. A headline (under 10 words) that communicates the core benefit
2. A subheadline (under 25 words) that expands on the headline
3. A CTA button text (3-5 words)
4. 3 bullet points highlighting key features"
// Clear deliverable, specific format
Rule: Define the deliverable, not just the topic. Say what you want to receive, not what you want to discuss.
S — Specifics
What it is: Constraints, requirements, and preferences.
"Constraints:
- Tone: Professional but approachable (not corporate-speak)
- Length: 150-200 words total
- Must include the phrase 'async video messaging'
- Should address the pain point of meeting fatigue
- Don't mention competitors by name
- Use second person ('you') not third person"
Rule: Every constraint you add reduces randomness and increases relevance. Constraints are not limitations — they're precision tools.
E — Examples
What it is: Showing the AI what good output looks like.
"Here's an example of hero copy we loved from a previous page:
'Ship faster. Sleep better. Deploy with confidence.'
'One-click deployments, automatic rollbacks, and real-time
monitoring so your team can move fast without breaking things.'
Write something with similar energy and structure for our
async video messaging feature."
Rule: One good example is worth 100 words of instruction. Show, don't tell.
Before/After Examples
Example 1: Email Marketing
Before (no framework):
"Write a marketing email for our product launch."
After (CRTSE):
[Context] We're launching a new AI-powered feature in our
project management tool that auto-generates meeting summaries
from Zoom calls. Our users are tech-savvy project managers
at companies with 20-200 employees.
[Role] You are an email copywriter specializing in SaaS
product launch emails with high open and click rates.
[Task] Write a product launch email that:
1. Subject line (under 50 chars, creates curiosity)
2. Preview text (under 90 chars)
3. Body: hook → problem → solution → CTA
4. Total body length: 150-200 words
[Specifics] Tone: excited but not hype-y. Focus on time saved.
Include a specific stat: "saves 4.2 hours per week per PM."
CTA: "Try it free for 14 days"
[Example] Our best-performing email last quarter:
Subject: "Your Mondays just got 2 hours shorter"
[paste example body]
Advanced CRTSE Techniques
Technique 1: Chain CRTSE Prompts
For complex tasks, use CRTSE at each step of a chain:
- CRTSE prompt for research
- CRTSE prompt for outline (using research output)
- CRTSE prompt for draft (using outline)
- CRTSE prompt for review (using draft)
Technique 2: Negative Examples
Show the AI what you don't want:
"DON'T write like this: 'Unlock the full potential of your
team with our revolutionary AI-powered solution.'
DO write like this: 'Your team wastes 4 hours a week in
meetings that should have been messages. We fixed that.'"
Technique 3: Iterative Refinement
Use CRTSE for the first prompt, then refine with targeted follow-ups:
"Good start. Now:
- Make the headline shorter (under 6 words)
- Add more urgency to the CTA
- Replace the third bullet point with something about integrations"
People Also Ask
Does CRTSE work with all AI models?
Yes. The framework works with ChatGPT, Claude, Gemini, and any other LLM. The specific outputs will vary, but the quality improvement from structured prompting is universal.
How long should a CRTSE prompt be?
As long as needed, but typically 100-300 words. The goal isn't length — it's completeness. If you can nail all five elements in 50 words, that's fine.
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Written by
Promptium Team
Expert contributor at WOWHOW. Writing about AI, development, automation, and building products that ship.
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