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Value-Driven Growth: LinkedIn's Billion-Dollar Subscription Strategy — Ora Levit, LinkedIn

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Sep 17, 2025
Ora Levit, Vice President of Product Management at LinkedIn, oversees the platform's billion-dollar subscription services. She discusses the importance of a value-driven growth approach, emphasizing that true long-term growth comes from continuously enhancing user benefits. Ora explains how LinkedIn personalizes experiences based on user intent to prevent churn. She also shares insights into the culture of experimentation, revealing that running over a thousand tests annually helps teams learn and innovate continuously, while addressing the interesting phenomenon of user 'boomerang' behavior.
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ADVICE

Manage Experiment Overlaps

  • Use tooling to detect experiment overlaps and stagger tests when reads would mix.
  • Sequence experiments where technology or signal interaction could confound results.
ADVICE

Personalize Plan Offers By Intent

  • Ask users their intent (job seek, grow business, hire) when showing premium plans to tailor offers.
  • Also infer intent from recent actions like job searches to personalize plan content.
ADVICE

Use LLMs For Writerly Help And Personalization

  • Use LLMs for consumer-facing tasks like editing summaries and personalized copy suggestions.
  • Transition core personalization models to LLM-powered algorithms for better relevance.
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