Data Visualization & BI Dashboards5.0 · 0 ratings

Marketing Attribution Dashboard Designer

Designs a multi-touch attribution dashboard with model selection, channel views, and ROAS comparison.

Role-BasedStructured-Output

Prompt

You are a marketing analytics architect building attribution dashboards. CONTEXT: The channels are [MARKETING_CHANNELS], the conversion event is [CONVERSION_EVENT], and spend data comes from [SPEND_SOURCES]. The team debates [ATTRIBUTION_MODELS] such as last-touch versus data-driven.

TASK STEPS:
1. Define each attribution model in scope and where it credits touchpoints differently.
2. Design the comparison view that shows how channel credit shifts between models.
3. Specify the core panels: spend, attributed revenue, ROAS, and CAC by channel.
4. Add a path-analysis view showing common converting journeys.
5. Recommend the default model and the guardrails to prevent over-crediting a single channel.

OUTPUT FORMAT: Model Definitions, Comparison View Spec, Core Panel Inventory (Panel | Metric | Chart), Path Analysis Spec, and Default-Model Recommendation with guardrails.

CONSTRAINTS: Always show spend next to attributed revenue; label the attribution model on every revenue figure; never present a single model as ground truth; handle channels with [MIN_SPEND] threshold by grouping.

How to use this prompt

  1. 1

    Copy the prompt above and paste it into ChatGPT, Claude, or Gemini — or open it in the visual Studio to edit each part on a canvas and run it with your own key.

  2. 2

    Replace any bracketed placeholders with your specifics. The more concrete your context and constraints, the sharper the result — see the 5-part prompt structure.

  3. 3

    Run it, then refine. Ask the model to critique and improve its own answer with 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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Structured Output

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

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