Return
Stored value
Effort: High
What to notice
As saved filters and favorites grow, the recommendation quality meter rises.
How to build it
- Use what people saved, rated, and set to shape their next visit.
- Show what was used.
- Allow export and deletion at any time.
Measure
- Main metric
- Return and retention rates
- Guardrail
- Requests to delete or export data
When it backfires
Locking data in to prevent churn works against users.
Theory behind it
Playable demos
Try the same mechanism in a playable demo.