Data quality

A nice dashboard can't fix bad event data.

First, check that events are stored complete, unique and in the correct context.

Event coverage

Are query, result, click and order present?

Duplicates

Are the same order or click not counted multiple times?

Store ID

Does store context remain consistent across the chain?

Timestamps

Use consistent time zone and order.

Identifiers

Check session, visitor, product and order ID.

Definitions

Allow dashboards to use the same KPI logic.