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Improving Product Sense · Spotify

Fixing Spotify Audiobook Engagement and Monthly Hour Limits

A diagnosis of why Spotify's audiobook listeners drop off, ranked into three problem hypotheses

Improving Product Sense Entertainment Spotify
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The problem they went after

Spotify's move into audiobooks runs into problems its music experience never had. Listeners find the AI narration disengaging, and the 15-hour monthly cap pushes them out to a website to buy more time. The player looks the same as the music player with nothing to mark a different experience, and thin language diversity and technical content limit who the catalogue serves.

What they actually did

The analysis ranks three problem hypotheses for the audiobook segment rather than jumping to features. First, low engagement from poor AI voice quality, which shows up as early drop-off. Second, difficulty finishing long books, driven by time scarcity and commitment anxiety, which sends people to book summary apps. Third, the broken purchase flow at the 15-hour cap, where the website redirect loses the sale. Broader frictions get logged too: hidden logout, ad interruptions for free users, website-only cancellation.

What you can take from it

Worth stealing

  • Three problem hypotheses ranked before any solution
  • 15-hour cap redirect framed as purchase abandonment
  • Summary apps named as the real churn destination
  • In-app hour purchase removes the website redirect

Read this if

Diagnosing why a new content vertical underperforms inside an established app

The transferable bitStaying at the problem layer long enough to rank it is the habit worth borrowing. Solution directions are named, including voice quality options, in-app hour purchases, and progress tracking through percentage completion and chapter bookmarks, but they arrive after the hypotheses are ordered rather than before.

The submission itself

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Everything else they shared

+Same industry, different takeEntertainment