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Fix playback of results in new markets without hurting music relevance

You’re the product manager. Your team is in the room. Printed Oct 15, 2026.

Search relevance is pulling against whether an audiobook can actually be played.

A familiar title should surface first, but market availability has to hold at the moment a listener taps it.

Who you’d be doing this for

“I found the exact book, tapped it twice, and then had to go looking somewhere else.”

Judith Leroy · Premium listener

She searches for audiobooks in a newly opened market and expects an exact title match to play.

What is at stake

Top audiobook results in new markets are leading listeners to editions they cannot play. You have to weigh a quick availability safeguard against search relevance across other audio formats.

Why it isn’t already fixed

Every obvious fix costs something else. That’s the part you’d have to decide.

  • exact-title relevance vs. playable availability
  • fast safeguard vs. durable catalog handling
  • audiobook starts vs. cross-format ranking stability
  • clear listener expectations vs. result simplicity

Why Spotify

Audiobook search is becoming a first discovery moment as access expands across new markets and languages.

Written with these in mind

consumer product diagnosticianssearch and discovery product managersaudio experience builders

Not your kind of problem? 14 more at Spotify, or browse every organization.

This is the setup. The work is inside.

Running it puts you in the room: the full situation and its constraints, stakeholders who push back in their own words, and the decisions that are yours to make. What you produce becomes a Day One Plan — work you can show someone instead of describing.