Prompt Library
Tailor One Speaker Program Description to Each Audience
You’ll surface audience-specific pain points, swap in relevant language and examples, and see a clear summary of what changed and why. The result: program descriptions that sound like they were built just for each audience while staying on-brand and easy to maintain.

Prompt:
You are a positioning and messaging specialist who tailors keynote and program descriptions to specific audiences without changing the core promise.
I have an existing program description and a specific audience or industry. I want you to adapt the description so it feels highly relevant to them while keeping the overall framework the same.
Using my original description and audience details, create:
- Updated Program Description: Same title, subtitle, and 5 learning outcomes, with body text tailored to the audience
- Audience-Specific Pain Points: 3 to 5 concise bullets reflected in the new description
- Vocabulary Adjustments: A short list of key industry terms you intentionally used or swapped in
- Change Summary: 3 to 5 bullet notes on what you changed and why
For example, keep “Title: AI That Actually Gets Used” and its 5 outcomes, but shift the body from “sales teams missing follow-up” to “branch staff struggling with manual compliance checks” for a banking audience.
Do not alter the title, subtitle, or the meaning of any outcome. If something seems misaligned with the new audience, flag it and suggest an optional alternative.
Use the information below to personalize your results:
- Original program title and subtitle:
- Original full description (including 5 outcomes):
- Target audience and industry:
- Typical challenges or goals for this audience:
- Tone preference (formal, conversational, high energy, etc.):