RECOMMENDATION-SYSTEMS5 MIN READ
Clicks vs Trust
Use HEART-style language to redirect a recommender objective from raw clicks to user-centered value.
Nina N Product manager 01 Acknowledge 02 Reframe 03 Commit Metric pressure 30 sec Scenario Nina wants the ranking objective to maximize clicks because the launch dashboard already tracks CTR. If you do not offer a better metric bundle, the easiest metric becomes the product strategy. 18% target CTR lift 2x hide rate on clickbait lessons
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