Advanced
Open
Pro
Diagnose a Stale Surrogate Caused by Insufficient Exploration
Six months after launch, an analyst notices that a specific content category ("long-form explainers") that scored well on the surrogate model at launch has steadily lost feed placement, even though nothing about the category's actual quality seems to have changed.
- Propose a hypothesis rooted in the ranker/surrogate feedback loop that would explain this pattern.
- What data would you pull to confirm or reject that hypothesis?
- What's the fix, and why does it need to happen at more than one funnel stage?
Share this question