The webinar becomes a week of content

The problem this solves

Every company sits on hours of its best thinking in a format nothing can reuse. The webinar had real preparation behind it: the arguments were rehearsed, the examples chosen, the questions answered by the people who know the product deepest. Then the recording went into a folder, the follow-up email said "watch the replay", and the thinking was never heard from again. Meanwhile the content calendar for the same month was filled by writing new material from scratch.

The repurposing advice is everywhere and the practice is rare, because the first step is the one nobody budgets for: someone has to re-watch the hour, transcribe or scrub through it, and find the quotable moments. That is an afternoon of tedium before any writing starts, so it loses to writing something new - even though the recording contains better material than a cold draft ever starts from.

This mission removes the afternoon. It pulls the full transcript from the recording, finds the strongest passages - the claims, the numbers, the answers with edges - and writes the week: an article built on the talk's argument, five social posts each anchored on a quotable moment, and an email to the list that sells the ideas rather than the replay link.

How the mission runs

1. Pull the full transcript. A YouTube link uses the caption track; a direct recording or Loom link is transcribed from the audio. Either way the mission starts from the complete timestamped text of what was actually said, not from memory or show notes.
2. Mine the quotable moments. The transcript is read for the passages worth building on: specific claims, numbers, contrarian answers, crisp explanations. Each is kept with its timestamp, so every derived piece can point back into the recording.
3. Write the article. The talk's core argument becomes a full article draft in your brand voice: structured for reading rather than listening, with the speaker's strongest lines carried as quotes and the examples retold properly.
4. Write the five posts. Five social posts, each anchored on a different moment - a claim, a number, a question answered. They are written as standalone ideas that happen to come from the talk, so each earns attention on its own.
5. Write the list email and deliver. The email leads with the ideas and offers the replay as depth rather than as homework. Everything lands as drafts in your workspace - Notion when connected - for review, editing, and scheduling on your calendar.

The prompt

This is the exact objective the agent receives. Swap the obvious placeholders for your own domain, segment or channel and run it as-is from the console, Slack, or the API.

What comes back

A week of publishing from one recording: an article draft carrying the talk's argument, five social posts each anchored on a quoted moment with its timestamp, and a list email that sells the thinking. All drafts, all in your voice, all traceable back to what was actually said.

Make it yours

• Run it on every episode of a podcast or webinar series as a standing schedule, so the content calendar fills itself the morning after each session.
• Point it at conference talks your team delivered, where the recording exists but the content team never had the source material.
• Add a "clips" pass: ask for the five moments most worth cutting into short video, with timestamps, so the editor works from a shot list.

Frequently asked questions

Go deeper

• Content distribution loops: publishing is the midpoint
• Content briefs from demand data: encoding the gap
• How AI agents execute marketing work, step by step