Treat frequency as a clue
A repeated phrase can be important, but editorial relevance still matters more than raw count.
Topics and search terms · free without signup
Map the topics the episode actually covers
Find recurring subjects, specific phrases, and useful metadata clusters from the transcript instead of starting with a generic keyword list.
Use it now
A transcript-grounded topic map
Use the clusters for metadata, internal links, episode-page structure, and a first SEO research pass.
Source
Paste the episode transcript
Paste the fullest transcript available. Short excerpts can overstate a phrase that appears only once.
Result
The complete result appears here
No output is published, emailed, or attached to an account by this tool.
Before the result
Start with source material the tool can defend
- Plain transcript text works for every writing tool.
- SRT or VTT adds timing for chapters and quotes.
- The public transcription flow does not save the upload.
Editorial review
What makes a cluster worth using
The tool handles structure. These checks keep the final artifact accurate, specific, and useful to the audience.
Keep specific phrases
Two- and three-word phrases often describe the episode more accurately than broad single words.
Validate search demand separately
This tool maps transcript language. It does not claim live search volume or ranking difficulty.
Questions
Questions before you trust the map
No. Mato maps transcript topics and phrases; use a current SEO data source to validate demand.