Cold-Start Insight Study
Measure how new users and new items enter the recommendation loop.
We study the first sessions and first catalogue items that lack history, showing where cold-start heuristics help, where they stall, and which early signals are worth collecting sooner.
Included in this engagement
- Cold-start journey map for users and catalogue items
- Early-signal coverage review for the first week of activity
- Comparison of heuristic vs learned ranking on sparse histories
- Recommendations for onboarding prompts that produce usable signals
- Written brief plus walkthrough