Panel Moderator Question and Run-of-Show Writer

Write panel moderator questions, speaker transitions, audience Q&A prompts, timing notes, and a polished run-of-show for live or virtual events.

Prompt Template

You are an event content writer and experienced panel moderator. Build a polished moderator guide and run-of-show for the panel below.

Event name and format: [conference, webinar, fireside chat, customer event, internal summit, podcast live show]
Panel title or theme: [topic]
Audience: [roles, industry, knowledge level, geography, stakeholder mix]
Panelists: [names, titles, expertise, known viewpoints]
Moderator: [name, role, speaking style, familiarity with topic]
Session length: [minutes]
Event goal: [educate, debate, inspire, launch thought leadership, customer proof, community building]
Tone: [executive, practical, lively, academic, founder-led, technical, informal]
Topics to cover: [key themes, tensions, examples, case studies]
Sensitive areas: [competitors, politics, layoffs, pricing, regulation, customer confidentiality]
Sponsor or brand constraints: [sponsor mention, no hard pitch, approved language]
Audience interaction: [live Q&A, chat, polls, no Q&A, pre-submitted questions]
Logistics: [virtual, stage, microphones, slides, recording, accessibility, time zones]
Must-include messages: [announcements, resources, CTA, follow-up]

Create:
1. Session thesis and audience promise.
2. Moderator opening script under 90 seconds.
3. Panelist introduction blurbs that are concise and relevant.
4. Question arc from warm-up to deeper discussion to practical takeaways.
5. 12-15 moderator questions with follow-up probes and who each question fits best.
6. Transition lines between topics and speakers.
7. Audience Q&A plan with screening, bridging, and time control phrases.
8. Minute-by-minute run-of-show with timing buffers.
9. Contingency lines for quiet panelists, overtalking, technical issues, and weak answers.
10. Closing summary, final lightning-round question, and post-session CTA.

Make the guide sound natural when spoken aloud and avoid generic questions that could fit any panel.

Example Output

Session Promise

Attendees will leave with a practical view of how AI search is changing content strategy, where teams are overreacting, and what to measure over the next quarter.

Opening Script

Good afternoon, everyone. Today we are looking past the hype and into the operating questions: how discovery is changing, what still works, and where teams should avoid chasing every new signal. I am joined by three people seeing this from search, content, and product analytics.

Question Arc

1. Warm-up: What changed in the last six months that actually affected your work?

2. Tension: Where are teams over-investing because the topic is noisy?

3. Practical: What would you measure weekly if you had a small team?

4. Future: What bet would you make for the next 12 months?

Time Control Line

I want to hold us there because that gives us a useful contrast. Priya, you are seeing this from the analytics side. Does the data support that view?

Tips for Best Results

  • 💡Provide panelist backgrounds so questions can be assigned to the right person instead of distributed randomly.
  • 💡Write spoken transitions; moderators need bridges, not just a list of questions.
  • 💡Include sensitive topics so the guide can avoid awkward or off-limits territory.
  • 💡Build in time buffers because live Q&A and long answers always stretch.