I need an AI tool that can summarize an hour long raw audio file into show notes and timestamps in less than five minutes today.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
I need an AI tool that can summarize an hour long raw audio file into show notes and timestamps in less than five minutes today.
5 real searches · 1 real-search pass
best AI podcast show notes generator one hour audio upload timestamps processing speed 2026Google ↗
OBSERVEDOther / navigational
Castmagic one hour audio processing time show notes timestamps officialGoogle ↗
OBSERVEDComparison
Riverside AI show notes chapters upload audio processing time officialGoogle ↗
OBSERVEDOther / navigational
Podsqueeze upload audio show notes timestamps processing timeGoogle ↗
OBSERVEDReason
TurboScribe one hour audio transcription speed processing timeGoogle ↗
OBSERVEDReason
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 (5)
Classes come from the query-classifier (a local Laya model). 5 of 5 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT5 real searches · gpt-6
best AI podcast show notes generator one hour audio upload timestamps processing speed 2026 Google ↗
Castmagic one hour audio processing time show notes timestamps official Google ↗
Riverside AI show notes chapters upload audio processing time official Google ↗
Podsqueeze upload audio show notes timestamps processing time Google ↗
TurboScribe one hour audio transcription speed processing time Google ↗
- Castmagic · castmagic.io
- Castmagic Transcription · castmagic.io
- Podnote · getpodnote.com
- About AI Show Notes · support.riverside.com
- AI Tools: Overview · support.riverside.com
- Podcast Transcript – Transcribe Any Episode by Link · pepys.co
Queries
5 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
best AI podcast show notes generator one hour audio upload timestamps processing speed 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Castmagic one hour audio processing time show notes timestamps official OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Riverside AI show notes chapters upload audio processing time official OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Podsqueeze upload audio show notes timestamps processing time OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
TurboScribe one hour audio transcription speed processing time OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |