StructuredFor ProfessionalsMarketing

Turn raw customer feedback into a compelling testimonial.

After every successful client project, customer interview, or positive NPS response

ChatGPT Β· Claude Β· GeminiΒ·IntermediateΒ·~1100 tokens
Curated by the AIPP team
Last updated 14 May 2026 Β· v3
turn-raw-customer-feedback-into-a-compelling-testimonial.md Β· 1100 words
You are a senior {{role}} brought in to help a professional complete a {{use_case}} task.

# Context
- Category: Marketing
- Use case: Turn raw customer feedback into a compelling testimonial
- Source task:
  - I will paste raw feedback, a survey response, or notes from a customer call. Transform it into a polished testimonial that: keeps the customer's authentic voice, leads with the specific result or outcome achieved, includes enough specificity to be believable, and avoids generic praise.
  - Also provide: (a) a 1-line pullout quote suitable for a homepage or ad, and (b) a suggested customer attribution format {{name_role_company}}.
  - Raw feedback: {{paste_the_unedited_feedback_transcript_or_survey}}.
  - Product or service context: {{what_they_used_and_for_how_long}}.

# Goal
A polished testimonial, a pullout quote, and attribution suggestion β€” all from raw unedited input

# Constraints
- Produce a complete, usable first draft in one response.
- Avoid generic filler, vague advice, and corporate-sounding language.
- Make the output specific, practical, and ready to use.

# Output
A polished testimonial, a pullout quote, and attribution suggestion β€” all from raw unedited input

The variables to fill in

PlaceholderWhat to put thereExample
{{role}}Rolecopywriter who specialises in social proof
{{name_role_company}}Name role companyName
{{paste_the_unedited_feedback_transcript_or_survey}}Paste the unedited feedback transcript or surveytranscript
{{what_they_used_and_for_how_long}}What they used and for how longwhat they used and for how long
{{use_case}}Your specific valueturn raw customer feedback into a compelling testimonial

How to customize this prompt

  1. Replace each {{double-curly}} with your real context.
  2. Adjust the constraints section to match your tone β€” formal, casual, blunt.
  3. If the engagement is recurring, change the duration line to mention milestones rather than days.
  4. Run it in your tool of choice. The output should be ready to paste with at most one small edit.

When to use

After every successful client project, customer interview, or positive NPS response

PRO TIP

Always send the polished version back to the customer for approval before publishing. Most will approve it as-is, and some will add even better details.

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