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TikTokProduct SenseHard~30 min

For You Feed Diversification

TikTok's recommendation team wants to show more content from emerging creators in the For You feed. Currently, the top 5% of creators generate 60% of all views. The proposal: allocate 20% of feed slots to creators with fewer than 10K followers. How would you measure success?

TikTok's recommendation team wants to show more content from emerging creators in the For You feed.

Duration
~30 minutes
Difficulty
Hard
Free
Your first session · then $3 per session
  • ~30 minute AI-powered mock interview
  • Realistic interviewer pushback
  • Stage-by-stage debrief with ratings
  • Signal coverage map
  • Reference response for comparison

Sign up free with Google · No card required

Skills tested
Ecosystem thinkingMetric definitionTradeoff reasoningExperiment design
Interview stages
1
Define success metrics
2
Identify risks
3
Interpret data
4
Frame recommendation
What you'll get back

After the session, you'll get a detailed debrief: stage-by-stage ratings (Strong / Developing / Weak), a signal coverage map showing which key points you hit, specific feedback on your reasoning and communication, and a reference response to compare against.

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