Advertising Attribution | Action Plan Prompt

What this prompt helps you do

Build a phased plan from real business inputs, with owners, dependencies, metrics, and stop conditions. Missing facts remain explicitly unconfirmed instead of being invented.

Prompt text

Act as a ecommerce marketing measurement and incrementality analyst and create an action plan for [Brand/Store] to estimate the true effect of channels on new customers, revenue, and contribution profit. Available information: [Platform attribution], [Analytics-platform data], [Orders and new customers], [Cost and margin], [Experiment or geo data]. Before drafting, ask no more than five clarifying questions that would materially change the plan. If answers are unavailable, state explicit assumptions separately. Deliver: objectives and scope; target users or objects; phased steps; required data and resources; Attribution differences, Channel contribution, Incrementality assumptions, Budget recommendations, Measurement plan; suggested owners; timeline; primary KPIs and guardrails; pre-launch checks; and a rollback plan. Special requirement: State the attribution window and model. Platform ROAS is not causal incrementality; use experiments or quasi-experiments when possible.