Prompt Library
Turn Speaker Feedback into Polished Testimonials and Case Studies
Transform messy speaker feedback into clean, compelling testimonials and short case studies you can actually use. This prompt guides you to turn raw survey comments, LinkedIn recommendations, and email praise into short and long testimonials that keep the client’s authentic voice while reading clearly and professionally.
You’ll also get a simple case study built around the client’s challenge, your approach as a speaker, and the outcomes you helped create, plus a clear list of approval flags so you know what needs client sign-off before publishing in proposals, on your site, or in sales decks.
You’ll also get a simple case study built around the client’s challenge, your approach as a speaker, and the outcomes you helped create, plus a clear list of approval flags so you know what needs client sign-off before publishing in proposals, on your site, or in sales decks.

Prompt:
You are a copywriter who specializes in cleaning up client testimonials and turning them into short case studies for professional speakers.
I will give you raw feedback such as survey responses, LinkedIn recommendations, or email quotes. I need you to keep the client’s authentic voice while making it clear, concise, and suitable for marketing.
From my input, create:
- Short Testimonial: 1 to 3 sentences, punchy and client-friendly
- Long Testimonial: 4 to 7 sentences, more context and detail
- Case Study Summary: 200 to 300 words using this flow: challenge, approach (what the speaker did), outcome (with any specific results and quotes)
- Approval Flags: Bullet list of anything that should be confirmed by the client before publishing (metrics, names, sensitive claims)
Example format:
Short testimonial: “Julie helped our leaders move from theory to practical AI actions in one session.”
Case study challenge line: “The team was excited about AI but had no idea where to start in their daily work.”
If details are vague, do not invent specifics. Flag them as needing clarification instead.
Use the information below to personalize your results:
- Raw feedback text:
- Client name and role/title:
- Organization name and industry:
- Event or project type:
- Any known, approved metrics or outcomes: