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Cost-to-Serve Analysis by Distribution Channel

Cost-to-serve analysis per canale distributivo · Consulting · Beginner · 100 XP

The company sells through 3 channels, direct, distributors, and e-commerce, but does not know the true profitability of each when fully loaded costs are allocated. The user must structure a cost-to-serve analysis that identifies all channel-specific costs, allocates shared costs appropriately, and produces a profitability view by channel that will inform the commercial strategy.

Write the prompt you would give any AI (ChatGPT, Claude, Gemini, Copilot) to solve this real workplace scenario. Grace evaluates it in seconds across 7 dimensions: Role, Context, Objective, Constraints, Format, Audience, Efficiency: with a 0-100 score and coaching feedback. Your first 5 evaluations each day are free.

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Part of these learning paths

• Operational Excellence

Frequently asked questions

What is the "Cost-to-Serve Analysis by Distribution Channel" scenario on Grace?

The company sells through 3 channels, direct, distributors, and e-commerce, but does not know the true profitability of each when fully loaded costs are allocated. It is a beginner-level Consulting training scenario: you write the prompt you would give an AI to handle this situation, and Grace scores it from 0 to 100 with coaching feedback.

What should a strong prompt for this scenario include?

Assign the AI a precise role, give the key facts of the situation, state a verifiable objective, declare constraints (length, tone, what to avoid), and ask for the exact output format you need. Grace scores each of these elements separately.

Which AI tools does this scenario work with?

All of them. You train the prompt, and a great prompt works with ChatGPT, Claude, Gemini, Copilot, Mistral or any model your company uses: the 7 dimensions are model-independent.

How is my prompt evaluated on "Cost-to-Serve Analysis by Distribution Channel"?

Grace analyzes your prompt across 7 dimensions (Role, Context, Objective, Constraints, Format, Audience and Efficiency) and returns a 0-100 score, a percentile against other players and specific coaching feedback in about 10 seconds.

Is this scenario part of a learning path?

Yes: it appears in "Operational Excellence", structured paths that take you from first prompt to certification.

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