Many podcasts — especially business and economics — hold enormous knowledge. But it's invisible: search stops at title and description; the spoken content isn't searchable.
Foreign-language episodes stay completely inaccessible to most people, even though that's where some of the most interesting perspectives live.
02
Hypotheses
The value of a knowledge podcast is in the content, not the title.
Transcription plus AI structuring makes content searchable, comparable and cross-language.
Podcasts in any language become valuable once summarised in your own — e.g. the Israeli startup scene.
Users want to collect, refind and discuss knowledge, not just listen.
03
Target metrics
Active episodes with fresh summaries
Density and quality of extracted takeaways
Cross-language coverage
Re-findability of saved knowledge & return rate
04
KPIs
50,000+ episodes with summaries · 4.9/5
Podcasts in every language — summarised in your language
Save & refind takeaways; recommendations based on your usage
Paste a URL → structured knowledge (podcast & YouTube)
1,000,000+ transcribed podcasts in the backend index
05
Outcome
Mulinoo makes podcast knowledge accessible: discover new podcasts on your topics, unlock foreign-language knowledge, collect takeaways and discuss with like-minded people.
06
Output
mulinoo.com — podcast knowledge in one place (web & app)
Per episode: TL;DR, summary & related topics (AI-structured)
Cross-language: episodes in any language, in yours
Save takeaways, applaud & discuss with like-minded people · Status: Live
