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Analysis / Marketing performance and attribution

Compare marketing outcomes across regions

Use Proforma to compare marketing outcomes across regions. Produce regional marketing outcome table and geography mapping coverage report from your business data.

A starting point for

Marketing leader · Growth analyst

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Your starting prompt.

Compare observed marketing outcomes across [regions] for [period]. Calculate spend, qualified opportunities, acquired customers and attributed value under our supplied definitions and currency policy. Show channel mix, sample size and unmapped locations alongside the comparison. Identify regions needing further investigation, without interpreting lower observed acquisition cost as proof that moving budget there will reproduce the same result.

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Method and review

Keep the assumptions visible.

Align attribution windows, conversion definitions and currencies. Compare observed costs and outcomes; use a suitable experiment before describing an effect as causal.

For this task, check

Region comparisons should account for channel mix and market maturity before informing budget tests.

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