Plan your event content distribution before you write a single prompt
Most event teams treat AI as a shortcut to more content. Lisa Shaw’s argument in MarTech is that the shortcut leads nowhere without a destination attached. The question to answer first is not what to generate, but where each piece of content is going and who it is for.
The Clip Problem
Raw session recordings are full of potential and almost completely useless as-is. The frame Shaw recommends: bring in the people who know the product best to review session transcripts and flag the exact moments worth clipping. That is not an AI task. It is a human judgment call that makes the AI tasks useful.
The distinction matters. AI can generate a lot of derivative content from a transcript. It cannot tell you which 90-second exchange will land with a CFO versus a developer advocate. Subject matter experts make that call first. AI handles the production afterward.
The Speaker Kit Workflow
Shaw points to a concrete example from a marketing AI conference. The team pulls four sources from each session: AI-generated notes, video clips, the chat log, and audience questions. That bundle goes into a Claude project, which outputs a ready-to-use kit for the speaker.
The kit gives speakers what they need to share the session on their own channels without starting from scratch. It is also a built-in distribution mechanism: the speaker’s audience sees the conference content, which the conference team did not have to push themselves.
The Operator Takeaway
If you run events or produce content from them, the workflow is straightforward to replicate:
- Have a SME flag the high-value transcript moments before prompting anything
- Collect notes, clips, chat logs, and Q&A per session into a single project context
- Use that context to generate speaker-ready kits rather than generic social posts
- Let speakers become the distribution channel
The AI is doing execution here, not strategy. The strategy is knowing what each piece of content needs to accomplish before the first prompt is written.
I’m founder of BizStack at Cagri Sarigoz LLC and a passionate advocate for entrepreneurs.
With over 14 years in tech, marketing, and AI, including my role as Head of SEO at CitizenShipper and co-founder of TaleBot at Intale AI, I’m dedicated to sharing genuine, useful product insights and tips.
At BizStack, I aim to cut through the digital noise to provide clear, actionable advice.
And more than all else, I’m a father to a (always) little girl and a husband.
Contact me at [email protected] for assistance.
