Methodology
Tune how the recommender weights its five signals. Preview the new ranking against the most recent scan without re-scraping.
Active profile
None
Stalenessraw 0.40 · normalized 40%
Trafficraw 0.25 · normalized 25%
Momentumraw 0.15 · normalized 15%
Search demandraw 0.10 · normalized 10%
Trend matchraw 0.10 · normalized 10%
Methodology paragraph
This week's recommendations weight staleness most heavily, with traffic as a strong secondary signal. Pages updated within the last 14 days are pushed down by 70 percent so the queue stays focused on content that actually needs attention.
Preview vs current
Current top 10
Preview
- Run preview to see the proposed ordering.