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Anatomy of a good prompt

The simple, reusable shape of a request that works — audience, goal, format and context — plus the Good → Sharper → Flow ladder you'll see throughout the collection.

Written by Dan Pillay

Lesson 2 of 10 · ⚡ Impact: High · Difficulty: Easy · ⏱ ~2 min

Why it matters

Almost every great result comes from the same handful of ingredients. Once you can see them, you stop guessing and start assembling — and the same shape works for a tagline, a presentation or a whole campaign.

The move: four ingredients

  • Audience — who's it for? "For CFOs" and "for students" produce completely different work.

  • Goal — what's it really for? Lead with the outcome ("win the pitch"), not the task ("make slides").

  • Format — what should come back? Length, tone, structure — "a punchy 100-word post."

  • Context — what does it need that only you know? Your brand, the data, an example to match.

You won't always need all four — but naming two or three is what separates a usable answer from a generic one.

The ladder you'll see throughout

  • Good — "write a post about our new dashboard"

  • Sharper — "a LinkedIn post about our dashboard, for time-poor marketing directors, ~120 words"

  • Flow — all that, plus "lead with the Monday-morning spreadsheet pain, and give me three hooks to choose from"

Now you try

Take the task you noted last lesson and add the four ingredients — audience, goal, format, context. That one sentence is your brief for what's next.

Remember: a good prompt isn't long or clever — it's just complete. Audience + goal + format + context.


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