Conversion analysis does not require collecting every action at an individual level. Choose data needed for a defined decision.
Evaluation approach
Relate impressions, installations and relevant first-use steps with minimal collection. Match permissions and disclosures to implementation.
Application example
Measure launch success after promoting protection without sending private content to analytics.
Limits and considerations
More events do not automatically improve causal analysis.
What can an event name disclose?
Secrets in event names or URL parameters can bypass ordinary masking. Include those surfaces in the measurement contract and exclude private documents and credentials.
Checks and decisions
- Define measurement purposes
- Reduce fields
- Align disclosures
Sources
The primary references above provide the technical basis. Example workflows and evaluation suggestions are this publication’s explanations, not independent test results for a particular product.