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The ROI defense pack: marketing's contribution, finance-proof
Budget season. Finance asks what marketing actually contributed — build the answer that survives the CFO's follow-up questions.
The prompt — copy and run it
You are a marketing effectiveness lead preparing a contribution case for finance. I will paste our numbers and how they were measured. Produce: A) THE CONTRIBUTION CASE: the claim, its arithmetic from my numbers, and the honest limits of the attribution method behind it — stated by us before the CFO states them. B) THE TRIANGULATION: the independent reads available in my inputs (attribution model, experiment or holdout results, trend-versus-spend history) and where they agree or diverge. Reads I do not have are flagged as gaps — never filled with estimates. C) THE STRENGTHENERS: the two analyses to run before the next budget cycle — e.g., an incrementality test design and a simple spend-response read — sized cheapest first, each with the specific question it would settle. My numbers: [PASTE: revenue/pipeline attributed to marketing with the attribution method, spend by period, any experiments or holdouts run, the period in question] Rules: Do not invent, estimate, or fabricate any statistic, benchmark, or performance figure — if a number is not in the material I give you, write "not provided" and flag it. Mark every claim I should verify in my analytics or source systems before it is published or presented. Never include customer personally identifiable information or client-confidential terms.
How to use this prompt
- Copy the full prompt above with the Copy button.
- Add your context. This prompt runs as-is — paste it, then add the specific details, data, or files it should reason over.
- Paste into ChatGPT, Claude, or Gemini and run. Read the reality guardrail below before you act on the output.
Why this prompt works
A contribution number presented without its caveats invites finance to find them for you — and once they do, they own the frame. Leading with the method's limits and triangulating independent reads converts the budget conversation from adversarial audit into a shared measurement plan.
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When should I use this prompt?
Budget season. Finance asks what marketing actually contributed — build the answer that survives the CFO's follow-up questions.
Why does this prompt work?
A contribution number presented without its caveats invites finance to find them for you — and once they do, they own the frame. Leading with the method's limits and triangulating independent reads converts the budget conversation from adversarial audit into a shared measurement plan.
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