Structure the Usage Event Taxonomy Matrix
The founder builds a structured schema mapping event names, triggers, properties, and associated business logic into a single matrix. They establish standardised naming conventions and hierarchy across user identification, session context, and action payloads.
Constructing a standardised taxonomy matrix creates a single source of truth for both product teams and software engineers. It ensures data consistency, simplifies reporting, and enables seamless integration with analytics tools across the business.
A fully populated Event Taxonomy Matrix in a spreadsheet or database format, complete with standardised event names, payload definitions, and owner assignments. It must cover the complete lifecycle from sign-up to churn.
Five questions an expert would ask when reviewing your output
Use these to challenge assumptions, pressure-test your logic, and check the quality of this action's output in the context of the parent task and wider venture development.
- 1
How does your naming convention prevent duplicate or redundant event logging as engineering teams scale?
- 2
Why did you assign payload properties to this specific event rather than establishing a global user trait?
- 3
How easily can a new engineer implement this schema without needing ad-hoc clarification from the founder?
- 4
What logic dictates the hierarchy between account-level events and individual user-level actions in your matrix?
- 5
How does this taxonomy layout accommodate future product modules without requiring a complete schema refactor?