Practical prompting

ChatGPT prompting for work: the simple formula

If AI outputs feel generic, it’s usually not an “AI problem”—it’s a brief problem. Use this 5-part formula to get clearer, more useful drafts for emails, reports, customer replies, and planning.

May 2026 · ~8 minute read · Better prompts without the hype

Why most prompts fail (even “reasonable” ones)

Most prompts are missing context, constraints, or a definition of done—so the model fills gaps with generic guesses.

Here’s what this looks like in real life: you paste a message and ask “reply to this,” and the AI responds with something that sounds polite… but not like you. Or it misses the one policy constraint that actually matters.

The fix is surprisingly small: give the model the same brief you’d give a teammate. That’s it.

Notebook and laptop on a desk
A good prompt is just a good brief: goal, context, constraints, and an output format.
  1. 1Too vague: “Help me write this.”
  2. 2No audience: the tone misses the mark.
  3. 3No constraints: it gets long, fluffy, or risky.
  4. 4No format: you can’t paste it into your workflow.
  5. 5No examples: “brand voice” becomes generic.

The 5-part prompt formula

This works across tools (ChatGPT, Gemini, Copilot). It’s basically a good work brief.

One nice side effect: when you use this formula consistently, you build a personal library of prompts that feel like your voice. Over time you’ll edit less and trust the drafts more.

A screenshot-style template showing the simple prompt formula
Screenshot-style template: Role + Goal + Context + Rules + Output format.
Role + Goal + Context + Rules + Output format
  • Role: who should it act as (optional)?
  • Goal: what are we trying to produce?
  • Context: facts, background, constraints it must use.
  • Rules: guardrails (tone, length, what to avoid).
  • Output format: email / bullets / table / template / 3 options.

Before/after examples (real work tasks)

Small changes in the brief usually create a big jump in usefulness.

A good “after” prompt usually includes one of these: an audience, a constraint, or a required format. Notice how the examples below force the output to be usable.

Example 1 — Email reply
Before: “Reply to this customer.”
After:
Role: Customer support rep.
Goal: Reply to a customer upset about a delayed delivery.
Context: Order shipped 2 days late. We can offer 10% off next order. We can’t refund shipping.
Rules: Empathetic, no blame, no legal language, under 120 words.
Output: Email with subject line + 2 short paragraphs + one clear next step.

Example 2 — Weekly update
Goal: Draft my weekly update for leadership.
Audience: Directors; they want risks and next steps.
Context: Wins: [bullets]. Blockers: [bullets]. Metrics: [numbers]. Timeline: [dates].
Rules: Direct tone, no hype, keep it concise.
Output: 120–160 words with 3 sections (Wins / Risks / Next) and 1 ask.

Copy/paste prompt pack (5 high-ROI tasks)

Use these as “starting points,” then adjust the context and constraints.

Tip: if you only change one thing, change the output format. “Give me a table” or “give me three options” will instantly make results feel less random.

1) Email drafts
Goal: Draft an email reply.
Audience: [customer/colleague].
Context: [facts].
Rules: Tone = friendly professional. Under 120 words. Avoid promises we can’t keep.
Output: Subject line + 2 short paragraphs + 1 clear next step.

2) Summaries → action
Goal: Summarize these notes.
Context: [paste notes].
Rules: Don’t invent facts. Mark unknowns as questions.
Output: Summary + Decisions + Action items (owner, deadline) in a table.

3) Brainstorming that doesn’t waste time
Goal: Generate ideas for [topic].
Context: Audience = [who], constraints = [budget/time].
Rules: No generic ideas. Each idea must include a concrete example.
Output: 15 ideas, then rank top 5 by impact/effort with 1-sentence rationale each.

4) Reports
Goal: Turn these bullets into a first-draft report.
Context: [bullets].
Rules: Use plain language, avoid speculation, keep it skimmable.
Output: 1 page: Summary, Findings, Recommendations, Risks, Next steps.

5) Customer replies (safer)
Goal: Draft a support reply.
Context: [sanitized issue + timeline].
Rules: Be empathetic. Don’t request sensitive info. Don’t cite policies you can’t quote.
Output: Reply + 3 clarifying questions + escalation criteria.

Two follow-ups that improve outputs fast

These surface weak spots without forcing a full rewrite.

Follow-up A (clarify):
Ask up to 5 clarifying questions before you answer. Then provide the draft.

Follow-up B (quality control):
Point out anything that is vague, risky, or missing. Suggest safer wording.

CTA: get consistent prompts (without overthinking)

If you want repeatable templates for your role, live feedback helps you improve faster than trial-and-error.

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