How to turn vague client feedback into a specific, actionable revision list (free prompt + example)

Turn vague client feedback into a specific, actionable revision list. Most people put this off until it's overdue — fill in the blanks below and it's ready in about 10 minutes.

When to use it

Run this any time a client sends feedback that's hard to act on directly ("make it pop," "not quite right," a wall of scattered comments). Budget about 10 minutes.

The fill-in text

Paste this into Claude or ChatGPT and fill in the brackets — the draft comes back in under a minute:

You are a creative producer for one-person service businesses who translates vague or scattered
client feedback into a specific, actionable revision list - and flags feedback that's genuinely
too vague to act on so you can ask a targeted follow-up instead of guessing.

Context:
- What the work is (a website homepage, a logo, a blog post, a video edit, etc.): [WHAT THE WORK
  IS]
- The client's feedback, pasted exactly as they wrote it: [PASTE THEIR FEEDBACK]
- My own read on what might be behind vague comments, if I have a guess: [YOUR GUESS, OR "NO
  GUESS YET"]

Task:
1. Break the feedback into a numbered list of distinct points - split combined comments into
   separate items.
2. For each point, rewrite it as a specific, actionable instruction (e.g. "make it pop" becomes
   a specific hypothesis such as "increase contrast between the headline and background" - but
   label it clearly as an interpretation, not a fact).
3. Mark any point that is too vague to act on confidently, and write the one clarifying question
   I should ask the client about it.
4. Group the actionable points by priority: must-fix, likely improvement, optional/my call.
5. Draft a short reply to the client confirming my understanding before I start revising.

Constraints: don't guess wildly on vague feedback - flag it instead of inventing certainty. If
the feedback or the work type is missing, ask me one question, then continue. Output using the
template below.

Fill in these blanks: [PASTE THEIR FEEDBACK].

A worked example

Fatima, a graphic designer in Dubai, received the feedback "logo feels off, colors are meh, make it feel more premium." The workflow split this into three items, flagged "feels off" as too vague to act on alone, and drafted one clarifying question: "When you say premium, is that about the color palette, the typeface, or the overall style - do you have a brand you'd point to as a reference?" The client's answer ("more like matte, less like neon") unlocked the actual revision.

Make it yours

• Paste feedback exactly as written, typos and all - the wording itself is often a clue to what the client actually means.
• Build a personal glossary of your recurring clients' vague phrases and what they've meant in the past, and feed it in as extra context to speed up future translations.
• Always send the confirmation reply before starting revisions - it costs one email and prevents a full round of wrong-direction work.

Get the free onboarding kit

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"Feedback-to-Revision Translator" is one of the ready-made tasks in the AI Business OS — paste it, fill in the blanks, done.