Audit beginner Works with: Any AI

Podcast Episode Structure Audit

Table output Has example

Check pacing, intro length and clarity of value.

The Open buttons send the prompt text as currently shown below to that site only when you click. Fill in the placeholders first.

Audit a podcast episode. Transcript with timestamps: [TRANSCRIPT]. The show promise and audience: [SHOW_PROMISE]. Listener drop-off data if available: [DROP_OFF].

Check the cold open, length of the intro, time to first useful point, pacing, tangents, clarity of key points, ad placement, outro and calls to action. Match drop-off points to the transcript where possible.

Return a timeline table with Time, What happens, Problem and Fix, a score from 1 to 10 for structure and clarity, and a template for future episodes.

Also suggest chapter markers, a show notes outline with links and a transcript approach, and a rule for how long the intro may last before the first useful point. Identify the strongest two minutes of the episode and suggest how to reuse them honestly as a promotional clip without misleading listeners about the full content.

Finish with the one cut that would improve the episode most, with the timestamps, and the reason.

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Replace each bracketed placeholder with your own details, then paste into Any AI or another assistant.

Timeline (invented 42-minute episode)
00:00 to 03:10 cold open plus sponsor read plus intro; first useful point at 03:45. Problem: long. Cut to 90 seconds.
03:45 to 14:00 interview part one; strong. 
14:00 to 17:20 tangent on travel plans; listener drop-off here (18% of listeners leave by 17:00 in the supplied data).
24:00 mid-roll ad, 2 minutes. Fine.
36:00 to 41:00 summary repeats earlier points.
Scores: structure 5, clarity 7.
Template: hook 30 seconds, intro 60 seconds, three segments, one recap line, one call to action. Chapters at 03:45, 14:00, 24:30.

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