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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.

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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Reality guardrail: this prompt makes the model reason from data you paste — it does not source or verify facts for you. Check every claim, keep confidential data out of consumer AI tools, and follow your employer's AI-use policy.

Frequently asked

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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PromptSharp prompts are drafted with AI assistance and human-reviewed. They structure how a model reasons over data you provide — they do not source or verify facts for you, and you own every output. Nothing here is financial, legal, tax, or investment advice. Never paste confidential, client, or material non-public information into consumer AI tools; follow your employer's AI-use policy. © 2026 PromptSharp.