Score Calibration
Builder Score Engine
Adjust scoring weights and monitor score distribution across the platform.
Score Weights
Weights must sum to 100%. Changes trigger a full recalculation.
30%
Active days, update frequency, event streaks
25%
Product stage progression, shipped features, lifecycle transitions
20%
Meaningful comments, thread depth, feedback received
15%
Hiring, collaboration, funding interest
10%
Followers, reactions (low weight)
Score Distribution
0-20012 builders
200-40028 builders
400-60045 builders
600-80038 builders
800-100019 builders
142 total buildersAvg: 547Median: 512
Recalculation Info
- Scores recalculate automatically every hour via pg_cron.
- Manual recalculation processes all builders immediately.
- Weight changes affect all future calculations.