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Customer and marketing systems
Evaluate customer records, lifecycle definitions, data movement, and the connection to paid-media outcomes.
How to evaluate this workflow
Assign an owner to each customer field, lifecycle stage, and consent state. Two systems with the same label may use different definitions.
Trace a test record through the full workflow, including updates, retries, duplicates, exclusions, and deletion obligations agreed with your team.
Measure the business result at the appropriate stage and maturity window. A synchronized contact or attributed conversion does not by itself establish additional revenue.
Map lead stages to advertising conversion eventsRead the practical guide.