Stop wrestling with vague AI answers, whether you’re using ChatGPT, Gemini, Calude or Copilot, here’s how to sharpen your prompts and get the results you were actually looking for.
TL;DR
- Be specific: Give context, constraints, tone and examples.
- Break it down: Make your request one step at a time instead of in one giant question.
- Define the format: Tell AI exactly how to format the answer.
- Use role-play: Ask AI to “act as” an expert or perspective you need.
- Iterate: Refine your prompt instead of expecting perfection the first time.
- Save & reuse: Build prompt templates to train yourself and your team.
- Still stuck? Ask AI to reformat your prompt for best results.
Why does specificity matter so much?
AI struggles with vague requests. If you ask “Write me an email,” you’ll usually get something stiff and generic. That might work as a draft starter, but you wouldn’t actually send something that stiff to a colleague. In fact, leaning too heavily on AI for simple communication can backfire. Imagine hitting send, and your colleague replies with a sarcastic “bleep blorp boop”, mocking the robotic tone of your message.
For everyday communication, keep it human. Where AI shines is in helping with the tough stuff: a draft for a tricky client email, a sensitive negotiation, or a response where tone really matters. In those cases, add context:
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Who’s the recipient?
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What’s the situation?
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What outcome are you hoping for?
The more detail you provide, the more AI can help you shape language that strikes the right balance.
How do you avoid overwhelming the AI (and yourself)?
Big, multi-part questions can confuse both you and the AI. Break them down. Instead of:
“Summarize this article, pull out the insights, and draft a client-ready report,” try:
- Summarize the article.
- List 5 key insights.
- Draft an executive summary.
Chunking steps makes the output sharper.
What’s the trick to getting the right format?
Don’t assume AI knows how you want the answer formatted. Spell it out. Ask for:
- A bulleted list
- A table with pros/cons
- A 200-word blog draft
Your format request frames the AI’s response and saves you editing time.
Why role-play prompts unlock better answers
First of all, we’re not talking about “that kind” of role play. Sometimes you don’t need a general “AI”response, you need a consultant, coach, or analyst. Use “Act as” prompts:
- “Act as a marketing strategist and outline three campaign ideas for this product.”
- “Act as a career coach and suggest questions I should ask in a performance review.”
This focuses the AI’s perspective and gives richer results.
What if the first draft isn’t great?
Don’t toss it, refine it. Follow up with:
- “Make it shorter.”
- “Add more examples.”
- “Rewrite in a casual tone.”
Think of prompting as an iterative conversation, not a one-shot request.
How can you make this repeatable?
When you find a prompt that works, don’t reinvent the wheel. Save it. Keep a running list in a Word or Google doc. Over time, this becomes your personal prompt playbook.
Here’s the thing, though: you may not rely on it forever. The more you practice, the more these patterns become second nature. You’ll start writing sharper prompts naturally, without flipping back to your library.
That said, a library is still valuable for:
- Training teammates quickly.
- Repeatable use cases (weekly reports, summaries, client emails).
- Reminders of hacks you might otherwise forget.
Think of it like bicycle training wheels—you may not always need it, but it helps you build confidence and consistency fast.
What if you’re stuck?
Sometimes the hardest part isn’t the answer, it’s the prompt itself. If you’re not sure how to phrase a request, ask the AI to help you:
- “Can you rewrite my prompt to make it clearer?”
- “Suggest three better ways to phrase this prompt for more specific results.”
AI can coach you into better prompting, which often unlocks stronger, sharper outputs.
Takeaway
If your AI results still feel “meh,” the fix isn’t more or different tech, it’s better habits. Be specific, break it down, set the format, role-play, iterate, and (at least at first) save what works. Use AI for the tricky moments where tone or structure matter most, and keep the simple human touches your own. Start using these habits today, and you’ll see your AI outputs shift from forgettable to genuinely useful—maybe even a little magic.
Randy Matheson
Randy Matheson is an innovation strategist with a 25+ year proven track record of turning ideas into digital products. He specializes in working with Generative AI for content creation and using cutting-edge AI tools to create and interact with virtual audiences. He operates out Hamilton, Ontario where he resides with his partner and two large dogs.