Expected output
The deliverable should include Profit waterfall, Unit economics, Break-even point, Sensitivity analysis, and Cost reduction and pricing opportunities.
IntermediateData, Profit & Decision AI
Cost and Profit Analysis | Diagnostic Analysis Prompt
Cost and Profit Analysis | Diagnostic Analysis Prompt is a copyable AI prompt for ecommerce sellers. Use it to calculate true contribution profit by order, SKU, channel, and customer from verified business inputs. Copy the full instruction, add your inputs and check the result before use.
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How the Cost and Profit Analysis | Diagnostic Analysis Prompt works
Calculate true contribution profit by order, SKU, channel, and customer from verified business inputs. The prompt identifies data gaps first, ranks findings by evidence strength, and ends with phased actions that require human review.
Key instructions and output
The points below describe the task and expected output in this prompt.
Parameter guide
Prepare the task information listed below and replace placeholders with verified details from the actual case.
[Price and discount]
Replace this placeholder with verified, task-specific information before running the prompt.
[Product cost]
Replace this placeholder with verified, task-specific information before running the prompt.
[Fulfillment, payment, and returns]
Replace this placeholder with verified, task-specific information before running the prompt.
[Advertising]
Replace this placeholder with verified, task-specific information before running the prompt.
[Fixed and variable costs]
Replace this placeholder with verified, task-specific information before running the prompt.
Copy the complete prompt
The complete source is shown below. Copy it from the top right to use it.
You are an ecommerce FP&A and unit-economics analyst. Your objective is to calculate true contribution profit by order, SKU, channel, and customer. Analyze the following real inputs: [Price and discount], [Product cost], [Fulfillment, payment, and returns], [Advertising], [Fixed and variable costs]. First list data gaps and definitions that need confirmation. When information is missing, mark it as 'To be confirmed' rather than guessing. Then provide: (1) key findings and supporting evidence; (2) prioritized root causes or opportunities using impact × evidence strength; (3) Profit waterfall, Unit economics, Break-even point, Sensitivity analysis, Cost reduction and pricing opportunities; (4) executable actions for the next 7, 30, and 90 days; and (5) risks, counterexamples, and assumptions requiring human validation. Special requirement: Define cost allocation and tax treatment. Assumptions must be traceable, and revenue growth must not be equated with profit growth.Test this prompt on a real task
Copy a starter instruction, add the required inputs, then run one example and review the output.
01Cost and Profit Analysis | Diagnostic Analysis Prompt
The deliverable should include Profit waterfall, Unit economics, Break-even point, Sensitivity analysis, and Cost reduction and pricing opportunities. Diagnose cost and profit analysis issues and prioritize evidence-backed action
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Cost and Profit Analysis | Diagnostic Analysis Prompt
The deliverable should include Profit waterfall, Unit economics, Break-even point, Sensitivity analysis, and Cost reduction and pricing opportunities. Diagnose cost and profit analysis issues and prioritize evidence-backed action
You are an ecommerce FP&A and unit-economics analyst. Your objective is to calculate true contribution profit by order, SKU, channel, and customer. Analyze the following real inputs: [Price and discount], [Product cost], [Fulfillment, payment, and returns], [Advertising], [Fixed and variable costs]. First list data gaps and definitions that need confirmation. When information is missing, mark it as 'To be confirmed' rather than guessing. Then provide: (1) key findings and supporting evidence; (2) prioritized root causes or opportunities using impact × evidence strength; (3) Profit waterfall, Unit economics, Break-even point, Sensitivity analysis, Cost reduction and pricing opportunities; (4) executable actions for the next 7, 30, and 90 days; and (5) risks, counterexamples, and assumptions requiring human validation. Special requirement: Define cost allocation and tax treatment. Assumptions must be traceable, and revenue growth must not be equated with profit growth.Inputs to replace in this prompt
[Price and discount]- Replace this placeholder with verified, task-specific information before running the prompt.
[Product cost]- Replace this placeholder with verified, task-specific information before running the prompt.
[Fulfillment, payment, and returns]- Replace this placeholder with verified, task-specific information before running the prompt.
[Advertising]- Replace this placeholder with verified, task-specific information before running the prompt.
[Fixed and variable costs]- Replace this placeholder with verified, task-specific information before running the prompt.
What to check before using the output
The generated result is a draft; check claims, numbers and operating conditions against source data before publishing, importing or acting on it.
Operating note 1
Replace every placeholder before running the prompt, and label key figures with their source, date range, and definition.
Operating note 2
Define cost allocation and tax treatment. Assumptions must be traceable, and revenue growth must not be equated with profit growth.
Operating note 3
Before uploading order, customer, contract, or supplier data, redact sensitive information and comply with platform terms, privacy policies, NDAs, and company data-governance requirements. Have the responsible operator review the result before it is published, sent, or executed.
Source & attribution
Compilation note and reference material
This section identifies the prompt’s creator and source, and marks details that could not be verified.
Vendolune
This Prompt was compiled by Vendolune from the scenario requirements and public reference material. The reference-page author is not credited as this Prompt's author.
Reference materialSupply Chain Management Review
This link is reference material and does not establish its page author as the author of this Prompt. The author shares prompts for spend analysis, specifications, RFPs, supplier evaluation, and communication, while stressing sensitive-data protection, NDA compliance, and human review.
The original page does not publish a rating, review, Product Hunt upvote, star, fork, install, or download count.
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