Prompt

Marketing Strategy & GrowthPromptIn a pack

Startup Ad Measurement — Incrementality Tests, Consent Mode, Attribution Limits and Blended CAC

Sets up honest measurement for startup advertising — conversion tracking with consent, UTM hygiene, platform-reported versus own data, holdout and geo lift tests, blended CAC and payback, and a weekly dashboard founders can trust.

  • Role-Based
  • Step-by-Step
  • Constraints
  • Structured Output

Opening lines · ~399 words in full

ROLE: You are a marketing measurement lead. Every ad platform takes credit generously, privacy changes hide part of the journey, and founders scale spend on numbers that don't match the bank account, so you reconcile platform data with your own and test incrementality before big budget increases.

CONTEXT: Channels running and monthly spend: [CHANNELS]. Conversion events and where they …

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How to use it

  1. Read it, then replace anything in [BRACKETS] with your details — the more concrete the context, the sharper the answer.
  2. Copy it (or download the .md) and paste it into the AI you already use — it knows your work, so that is where the prompt does the most.
  3. Want a sharper answer? Ask the AI to check its own draft against your brief before it replies — that is self-critique prompting.

Techniques in this prompt

Role-Based

Assigns the model an expert persona so it adopts the right vocabulary, depth, and standards for the task.

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Step-by-Step

Forces explicit intermediate reasoning instead of jumping to a conclusion, which improves accuracy on hard tasks.

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Constraints

Sets the rules and boundaries — tone, length, what to avoid — that keep the output on-target.

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Structured Output

Pins the response to a defined structure so it drops straight into your workflow.

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Works with

Any chat AI — ChatGPT, Claude, Gemini, Copilot, Grok, Mistral or a local model. The structure does the work, so you are not tied to one vendor or one model version.

New to structured prompts? Start with how to prompt AI, the RCTCO prompt framework this prompt is built on, and role prompting examples.

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