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Poorly Executed

Is there a good app for get podcast transcripts?

Poorly Executed: 20 apps already serve this, and 34 data points mined from real user reviews across 2 sources show where they fall short. The right features exist but the execution is buggy, dated, or painful. Out-execute it.

65
Opportunity /100
79
Demand /100
58
Competition /100
83
Execution gap /100
20
Apps serving it
34
User reports mined

Data refreshed September 7, 2026 · scores recompute weekly as new reviews are mined, so re-check before you build.

Tarpit · way in Looks owned by Spotify/Apple, but podcasts run on open RSS — the player layer is wide open.

A podcast is just an RSS feed pointing at an audio file — an open standard nobody owns. Spotify and Apple dominate discovery, but anyone can build a podcast app or tool with no licensing and no permission. Overcast, a top podcast app, is literally one developer. The real risk is content going exclusive (e.g. Rogan/Spotify), not a platform cutting you off.

The way in: Build a podcast client or creator tool directly on open RSS — no API key, no licensing, no permission.

No structural moat — runs on an open standard · platform risk: low · why: podcasts = open RSS 2.0 enclosure standard · Overcast is a one-person app · AntennaPod is volunteer open-source · no central gatekeeper to revoke access

What users complain about

The most common complaints behind apps that try to get podcast transcripts, mined and clustered from real reviews:

Complaint areaTypeMentionsWhat a user said
replays already-listened episodesbug2
keeps playing episodes that I’ve already listened to
episode transcriptsmissing-feature1
スクリプトが出ればもっといい
auto-transcript on podcast now playing screenux1
GET RID OF THE AUTOMATIC TRANSCRIPT ON PODCASTS NOW PLAYING SCREEN
no podcast download supportmissing-feature1
for some reason it doesn't do podcasts
can only import from Apple Podcastsmissing-feature1
Can only import from the Apple podcast app
only imports from Apple Podcastsmissing-feature1
Only allows import from Apple Podcasts...importing isn't possible
podcast deletionreliability1
they keep deleting some of the podcasts I listen to
no import podcasts via URLmissing-feature1
Nothing to import podcasts via url
podcast playback interruptionbug1
You keep stopping a podcast episode at a random point for no reason
podcast playback directionbug1
Podcasts play backwards
transcript sync with audiobug1
transcript/lyrics are getting out of sync with the audio
ads during podcast playbackux1
The way ads played during podcasts initially drove me to look for a different app

Apps that already serve this

AppRatingRatingsPrice
Podcast App4.322,400Free
Apple Podcasts4.92,073,989Free
Podcast App4.8308,238Free
Podcast App & Player - Castbox4.9199,133Free
Podcast Republic - Podcast app4.5103,436Free
iHeart: Radio, Music, Podcasts4.8641,146Free
iTranscription0.00$8.99
Podcast & Radio iVoox4.7360,952Free

Should you build it?

The right features exist but the execution is buggy, dated, or painful. Out-execute it. Opportunity here scores 65 out of 100 — a function of demand, how crowded the field is, and how badly the existing apps perform. Use the live map to compare it against adjacent tasks.

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Who has tried building this

ProjectStatusStarsStack
chostudio/PodcastToTextstale2Python
jaredfiacco2/FirebasePodcastTranscriptionstale2Python

Open-source projects that attempted this task — active ones show today's bar; abandoned ones are a signal to validate why earlier attempts died.

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