Real ChatGPT answer · index seedVLNQV99Cu1ocompleteEntertainment and media · podcastscommercial

What are the best free AI transcription tools right now for turning long interview audio into show notes for my college podcast?

ChatGPTgpt-62 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What are the best free AI transcription tools right now for turning long interview audio into show notes for my college podcast?
2 real searches · 1 real-search pass
free AI transcription tools pricing limits 2026 long audio podcast transcription show notesGoogle ↗
OBSERVEDComparison
best free AI transcription tools long audio interview podcast show notes free plan limits 2026 Otter TurboScribe Descript Riverside WhisperGoogle ↗
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 / navigationalComparison100%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
free AI transcription tools pricing limits 2026 long audio podcast transcription show notes Google ↗
best free AI transcription tools long audio interview podcast show notes free plan limits 2026 Otter TurboScribe Descript Riverside Whisper Google ↗
  1. Riverside transcription · riverside.fm
  2. Whisper on GitHub · github.com
  3. TurboScribe · turboscribe.ai
  4. Pricing · turboscribe.ai
  5. Free Audio & Video Transcription · turboscribe.ai
  6. Descript · descript.com
  7. Descript Pricing | Plans for Every Creator, Free to Start · descript.com
  8. Podcast Transcript Generator · staging.descript.com
  9. Otter.ai · otter.ai
  10. Conversation, import, and app limits on the Basic free plan · help.otter.ai
  11. Pricing · otter.ai

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
free AI transcription tools pricing limits 2026 long audio podcast transcription show notes
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
best free AI transcription tools long audio interview podcast show notes free plan limits 2026 Otter TurboScribe Descript Riverside Whisper
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1