Part 3 · PromptingLesson 12 of 22
Intermediate~3 min

Iterating

In short: You rarely get the best answer first. Read the reply, then steer the next one with one small change at a time: shorter, sharper, or a different tone.

What you'll be able to do: Improve a fair ChatGPT answer into a strong one through short, targeted follow-ups.

Here's a habit worth breaking: you send a prompt, the answer comes back a bit off, and you either sigh and use it anyway or wipe the slate and start over. Both waste the best thing ChatGPT gives you: a first draft you can react to.

The first answer is rarely the finished one. It's a starting point. The skill is reading it, spotting the one or two things that are off, and steering the next version. You already wrote a solid prompt in the last lesson. Now you learn to coach the reply.

Read the first answer for what to fix

Before you type anything, actually read what came back and ask three quick questions. Is it the right length? Is the tone right? Is anything wrong or missing?

Most first drafts are close on one, off on another. The facts are right but it reads like a brochure. Or the tone is spot on but it's twice as long as you need. Naming the gap is half the work, because once you can name it, you can ask for the fix.

Steer with small, specific follow-ups

You don't need to rewrite the prompt. Tell ChatGPT what to keep and what to change, and be concrete.

Vague steering gets you nowhere:

Make it better.

Better how? It'll shuffle a few words and hand back much the same thing. Specific steering works:

Good, but two fixes. Cut it to three sentences, and lose the "we're excited to" opening. Get straight to the ask.

"Three sentences" is a number. "Lose the opening" is a clear target. Think of it as pointing, not hoping.

Three ChatGPT shortcuts

Edit the draft itself. If the answer sits in a writing block, select the sentence that's off and ask ChatGPT to change just that, or type over it yourself.

Edit your own message. Realise your prompt left out a key fact? Edit the message you sent, add the fact, and resend. ChatGPT answers the better prompt instead of you patching the old answer.

Regenerate. Want a different take on the same prompt? Ask for another version and compare. Useful for headlines and openings; less useful when the prompt itself is the problem.

Watch it work

Say you asked for a note declining a meeting and got back something warm but far too long.

First follow-up:

Right idea, too long. Half the length, and keep it friendly.

Shorter now, but it dropped the reason you're saying no. Second follow-up:

Better. Add one line: I'm out because I'm heads-down on the launch this week.

Short, friendly, and honest. Two small nudges, thirty seconds. Notice you changed one thing each time. That's on purpose.

Steer one change at a time Four steps from left to right: a first draft that is warm but too long, a first follow-up asking for half the length, a second follow-up adding the reason, and a ready-to-send message. Steer one change at a time Each follow-up fixes one thing. You always know what helped. First draft Warm, but far too long. Change 1 "Half the length." Change 2 "Add the reason." Ready Short, friendly, honest. Send. Read it first.

One change at a time

It's tempting to fire off "shorter, warmer, add the numbers, fix the ending, make it funny" all at once. Resist it. If you change five things and the result is worse, you've no idea which change did the damage.

Change one thing, see what it did, keep it or undo it, then change the next. It feels slower. It's faster.

When to steer and when to start fresh

Steering has a limit. Sometimes a chat drifts so far that every fix drags in the baggage of the wrong turns before it. That's your cue to start a new chat and write one strong opening prompt that folds in everything you learned from the messy one.

Try it

Take a so-so answer, or make one on purpose with a lazy prompt. Improve it in exactly three follow-ups, changing one thing each time: first the length, then the tone, then one specific fix.

Read the final version against the first. Three small nudges, one at a time, and watch how far a middling draft can travel.

Key terms

Quick quiz

Question 1 of 4

Four quick questions. Clear them all and the next lesson opens up.

1. The first answer is only okay. What's the best next move?

This lesson for another tool

Using a different AI tool at work? Here is the same step of the course for that tool.

Further reading

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