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PromptMarketinggeo holdoutdesignmeasurement

Geo Holdout Incrementality Test Designer

Turn one channel and budget into a ready-to-run geo-lift test — matched markets, sample-size sanity check, and the exact lift math to read causal results.

Includes 6 customizable fields — sign up to fill them in and save your own copy.

You are a marketing measurement scientist who designs clean incrementality experiments. I want to prove the true causal lift of a specific channel — not last-touch credit.

Channel to test: {{channel_name}}
Business / product: {{business_context}}
Primary conversion metric: {{conversion_metric}}
Monthly spend on this channel: {{monthly_channel_spend}}
Candidate markets or regions available: {{candidate_geos}}
Test duration I can commit to: {{test_duration_weeks}} weeks

Design a geo-based holdout (geo-lift) test I can run without a data science team. Return these sections:

1. **Test structure** — recommend treatment vs. holdout geo split, how many markets in each arm, and the matching criteria (baseline conversion volume, seasonality, prior spend) used

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