Why vague prompts produce vague answers. The CRAFT framework for structuring any prompt. 10 copy-paste templates for the most common work tasks. Then you'll rewrite 5 of your own worst prompts using what you've learned.
Why Most ChatGPT Prompts Don't Work
ChatGPT is a probabilistic text predictor. It predicts the most likely response to what you gave it. If you give it a vague input, it predicts a vague, generic response — because that's what's most likely given your vague input.
Most people treat ChatGPT like a search engine: type a short question, get an answer. That works for simple factual lookups. It fails for complex work tasks because ChatGPT doesn't know your context, your audience, your format requirements, or your tone preferences.
The before/after problem
| Weak prompt | What you get |
|---|---|
| Write a project update email | Generic template that could apply to any project, any company, any situation |
| Summarize this document | A summary optimized for... nobody in particular |
| Help me with my presentation | "I'd be happy to help! Could you share more details?" — not useful |
| Make this sound better | Marginally polished version of the same thing you wrote |
The fix isn't a magic word or a secret hack. It's adding the context ChatGPT needs to give you what you actually want. That's the CRAFT framework.
CRAFT: Context, Role, Action, Format, Tone
You don't need all five elements in every prompt. But each one you add dramatically improves the output quality.
C — Context
What does ChatGPT need to know to answer well? Background on the situation, the audience, constraints, or relevant information. The more specific, the better.
Example: "We are a 15-person B2B SaaS company launching a new analytics feature to our existing customer base. The feature is in beta and has been tested by 50 customers with strong feedback."
R — Role
Who should ChatGPT be? Assigning a role — "Act as a senior copywriter," "You are a data analyst," "Respond as a lawyer reviewing a contract" — dramatically changes the vocabulary, depth, and framing of the response.
Example: "Act as a senior product manager who has written hundreds of product update emails."
A — Action
What exactly do you want? Write, rewrite, analyze, compare, summarize, critique, brainstorm, translate, explain. Be precise.
Example: "Write a 150-word email announcement for our existing customers."
F — Format
How do you want the output structured? Bullet list, numbered steps, a table, JSON, paragraphs, a specific number of items, headers and subheaders? Explicit format = consistent output you can actually use.
Example: "Format it as a subject line on the first line, then 3 short paragraphs: what's new, why it matters, and next steps."
T — Tone
Professional, casual, enthusiastic, empathetic, blunt, formal, conversational. Tone shapes how the output lands with your specific audience.
Example: "Tone: friendly but professional. Not salesy. We're informing existing customers, not pitching them."
Putting it together
# Context
We are a 15-person B2B SaaS company launching a new analytics
feature to our existing customer base. The feature is in beta and
has been tested by 50 customers with strong feedback.
# Role
Act as a senior product manager who has written hundreds of product
update emails.
# Action
Write a 150-word email announcement for our existing customers.
# Format
Subject line first, then 3 short paragraphs:
1. What's new
2. Why it matters to them
3. How to access it (placeholder: [link])
# Tone
Friendly but professional. Not salesy. We're informing customers,
not pitching to them.Compare the output from that prompt to "Write a product update email." The difference is not subtle. It's the difference between something you can use immediately and something you have to rewrite from scratch.
10 Prompt Templates for Real Work Tasks
Use these directly. Replace the bracketed placeholders with your specifics.
Audience: [who will receive it]
Goal: [what action should they take?]
Constraints: Keep it under [X] words. Do not change the core message.
Email to rewrite:
[paste your email]
My goal: [what I want to achieve].
Context: [relevant background]
Give me:
1. 5 questions I should ask
2. 3 potential objections and how to handle them
3. A one-sentence objective I can state at the start
Focus on: [what matters most to them]
Format: 3 bullet points (key finding, implications, recommended action)
Length: under 150 words total.
Document:
[paste document]
Context: [situation or work being reviewed]
What went well: [2-3 specific positives]
What needs improvement: [1-2 specific areas]
Write feedback that is specific, kind, and actionable.
Format: SBI model (Situation, Behavior, Impact) for each point.
Tone: Direct but supportive.
Key responsibilities: [3-5 bullet points]
Must-have skills: [technical and soft skills]
Nice-to-have: [bonus skills]
Avoid: jargon, gendered language, overly long requirements lists.
Tone: [formal / startup-casual / corporate]
There are 5 more templates in Day 5 when we build your personal AI workflow. The pattern is always the same: Context + Role + Action + Format + Tone.
Rewrite your 5 worst prompts
- Find 5 ChatGPT outputs from the last month that were disappointing or generic
- Identify which CRAFT elements were missing from each prompt
- Rewrite each prompt using CRAFT and compare the outputs
- Pick your best improved prompt and save it somewhere — you'll use it tomorrow
Day 1 Complete
- Understand why vague prompts produce vague answers
- Know all five elements of the CRAFT framework
- Have 5 copy-paste templates for common work tasks
- Practiced rewriting weak prompts with specificity and context
Learn AI in person
Our 3-day AI Bootcamp covers advanced prompting, custom AI tools, and production deployments. Denver, LA, NYC, Chicago, Dallas.
See Bootcamp Details — $1,490Ready for Day 2?
Tomorrow you'll build a Custom GPT trained on your own knowledge and work style — your own personal AI assistant.
Day 2: Custom GPTs