Documentation Index
Fetch the complete documentation index at: https://docs.neuronsearchlab.com/llms.txt
Use this file to discover all available pages before exploring further.
Use this guide to move from shipping recommendations to continuously improving them.
Setup
Open Analytics
Open Analytics in Console.
Select a time range
Select a time range, for example last 7 days.
Set granularity
Set granularity appropriate to traffic volume.
Common workflows
Track at least:
- Recommendations Served
- Click events
- Purchase or conversion events
Start with all contexts, then narrow to one context at a time for actionability.
Investigate anomalies
Use context and advanced filters (request_id, session_id, user_id) to debug sudden drops or spikes.
Build an optimization loop
Change one variable
Change one variable at a time, such as a context filter, model family, pipeline setting, or ranking rule.
Observe engagement deltas
Observe engagement deltas over a fixed window.
Keep the winners
Keep changes that improve KPI targets; revert those that regress.
Example app journey: Improve homepage CTR
Capture a baseline
Baseline homepage context metrics are captured for 14 days.
Adjust context filters
Team adjusts homepage context filters to remove low-engagement categories.
Roll out to a sample
New settings roll out to 25% of traffic.
Compare against baseline
CTR and downstream purchase events are compared versus baseline.
Expand the winning configuration
Winning configuration is rolled out to 100% traffic.
Next steps
