Real ChatGPT answer · index seedp4HmGcjyxK0completeEntertainment and media · podcastsinformational

Can you give me a step by step workflow for using OpenAI Whisper to clean up and transcribe raw podcast recordings into show notes automatically?

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Can you give me a step by step workflow for using OpenAI Whisper to clean up and transcribe raw podcast recordings into show notes automatically?
2 real searches · 1 real-search pass
OpenAI API audio transcription documentation Whisper transcriptions timestamps diarization 2026Google ↗
OBSERVEDOther / navigational
OpenAI audio models transcription gpt-4o-transcribe diarization official docsGoogle ↗
OBSERVEDComparison

Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.

Query classes

Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.

ChatGPT real searches (2)
Short factOther / navigational50%Comparison50%ConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT2 real searches · gpt-6
OpenAI API audio transcription documentation Whisper transcriptions timestamps diarization 2026 Google ↗
OpenAI audio models transcription gpt-4o-transcribe diarization official docs Google ↗
  1. File transcription · developers.openai.com
  2. Audio API FAQ · help.openai.com
  3. Transcription · developers.openai.com
  4. Create transcription · developers.openai.com
  5. Visit n8n · n8n.io
  6. Visit Make · make.com

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
OpenAI API audio transcription documentation Whisper transcriptions timestamps diarization 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
OpenAI audio models transcription gpt-4o-transcribe diarization official docs
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1