~/talk

How to become a unicorn when your competitor is Spotify

Talkat CAS 2019 · 2019-11-22..11-23· [engineering-leadership]
links:none on file
slides:none on file

Rebuilt personas around core motivations using the Octalysis (eight core drives) framework, then shipped an algorithmic product called the Flow personal soundtrack that predicts what users want so they just click play. Measured actions that predict success, cut drifting actions, and optimized for 44% more MAU / 47% more DAU / 32% more subscribers, raising about $1,060M and reaching unicorn status. Adds a three‑point toxicity check (is it transformative, deceptive, or disproportionately beneficial?) and tracks return‑on‑engagement.

AI-written summary · about

  1. 0:00Introduction and background
  2. 2:13Intention vs behavior gap
  3. 6:08Eight core drives of motivation
  4. 11:50Applying drives to Facebook
  5. 14:21User success and personas
  6. 16:30Deezer’s Flow algorithm
  7. 19:19Designing user success paths
  8. 22:31Creating engagement in products
  9. 23:57Avoiding toxic product design
  10. 29:41Authority bias and ethics
  11. 34:28White hat motivations framework
  12. 36:15Conclusion and call to action
  13. 37:13Q&A session
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