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Marketing analytics

Agree what to measure and test the data path before the first campaign.

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Agencies found: 13

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Consider where customer data and an existing technology stack constrain launch work.

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Marketing analytics: agency services and expertise

Use before a launch when teams disagree about what a useful action means or cannot follow it into sales. Agree data definitions and reporting responsibilities before designing the dashboard. Measurement plan, event implementation, data-quality tests, reporting and ownership handover.

Planning the work

Event dictionary, test records, discrepancy log and a report tied to specific decisions. Known test actions appear once with correct attributes and can be traced through the reporting path. Perfect attribution, recovery of never-collected history and sales-system repair are not implied.