Optimization cycle
Make search improvement a repeatable process.
Analytics only has value when insights lead to controlled changes and measurable evaluation.
1. Signaling
Use trends, alerts and problem queries.
2. Diagnosing
Determine whether cause is in data, ranking, UX, assortment or tracking.
3. Hypothesis
Describe which change which behavior should improve.
4. Perform
Work with limited scope and well-known guardrails.
5. Evaluate
Compare with baseline and relevant segments.
6. Documenting
Establish decision and learning points for subsequent iterations.