Recommendation Signal Audit
See which ranking signals actually move what people open, save, and return to.
Each engagement produces a written brief your product and data owners can use—not a platform subscription or checkout flow.
See which ranking signals actually move what people open, save, and return to.
Judge slate quality with human-readable cohorts, not vanity CTR alone.
Measure how new users and new items enter the recommendation loop.
Explain who benefits from personalization—and who is still seeing a generic slate.