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Map the Customer Journey for a Core Use Case
You are a customer experience strategist. Our product is [PRODUCT_NAME] and our core customer is [CUSTOMER_TYPE]. Map the full customer journey for the use case of [USE_CASE]. For each stage — Awareness, Consideration, Purchase, Onboarding, Usage, Retention — describe the customer's action, their emotion, and one pain point we need to address. Present as a journey map table.
Turn a Data Report into an Executive Summary
You are a business intelligence analyst. I have a raw data report on [REPORT_TOPIC] with the following key figures: [KEY_DATA_POINTS]. Write a 3-paragraph executive summary for the leadership team. Paragraph 1: the headline story in the data. Paragraph 2: the top 2 anomalies or surprises. Paragraph 3: 3 data-driven recommendations. Avoid jargon and keep it under 250 words.
Write a SQL Query Explanation for a Non-Technical Audience
Act as a data translator who bridges the gap between engineers and business leaders. Here is a SQL query our data team wrote: [SQL_QUERY]. Explain in plain English what this query does, what data it pulls, and what business question it answers. Use an analogy if needed. Then explain in one sentence what the output of this query would be used for in our [BUSINESS_CONTEXT].
Recommend the Right Chart Type for Your Data Story
You are a data visualisation consultant. I have the following data I want to present: [DATA_DESCRIPTION]. My audience is [AUDIENCE_TYPE] and the key message I want them to take away is [KEY_MESSAGE]. Recommend the 3 most appropriate chart types for this data and message. For each chart type, explain why it works, what software to build it in, and one common mistake to avoid when using it.
Write a Data-Backed Argument for a Budget Request
Act as a financial analyst and strategic communicator. I need to justify a budget request of [BUDGET_AMOUNT] for [PURPOSE]. Here is the supporting data I have: [DATA_POINTS]. Write a persuasive 3-paragraph argument that leads with the business impact, uses the data as evidence in the second paragraph, and closes with a clear ask and ROI expectation. Tone should be confident and factual.
Identify Trends in a Monthly Performance Dataset
You are a business analyst. Here is 6 months of performance data for [METRIC_NAME]: [MONTHLY_DATA]. Identify the key trend (is it growing, declining, volatile, or plateauing?), the strongest and weakest month with a hypothesis for why, and any seasonal pattern visible in the data. Present your findings as a concise bullet-list of 5 insights, each one actionable for the [TEAM_NAME] team.
Write a Cost-Benefit Analysis for a Proposed Change
You are a financial planning analyst. I am evaluating a proposed change: [PROPOSED_CHANGE]. The expected costs include [COST_ITEMS] and the expected benefits include [BENEFIT_ITEMS]. Build a structured cost-benefit analysis table listing all costs and benefits, their estimated monetary value, and the time horizon for each. Calculate the net benefit and benefit-cost ratio. Conclude with a one-sentence recommendation on whether to proceed.
Create an Annual Budget Proposal for a Department
Act as a finance business partner. I manage the [DEPARTMENT_NAME] department and need to submit our annual budget proposal for [FISCAL_YEAR]. Our main activities are [KEY_ACTIVITIES] and our top strategic priority is [STRATEGIC_PRIORITY]. Help me structure a budget proposal that includes: a headline summary, cost breakdown by category (headcount, tools, travel, programmes), year-on-year comparison notes, and a clear justification for any budget increases.
Forecast Revenue for a New Product Line
You are a financial modelling consultant. I am launching [PRODUCT_NAME] and need a simple 3-year revenue forecast. Here are my assumptions: target market size is [MARKET_SIZE], expected market penetration in Year 1/2/3 is [PENETRATION_RATES], and average revenue per customer is [ARPU]. Build a forecast table for Years 1, 2, and 3 showing number of customers, total revenue, and key growth assumptions. Flag which assumptions carry the most risk.
Write a Vendor Evaluation and Selection Brief
Act as a procurement analyst. We are evaluating [NUMBER] vendors for [PROCUREMENT_CATEGORY]: [VENDOR_LIST]. Our top evaluation criteria are [CRITERIA]. Score each vendor against each criterion on a scale of 1–5 and present a weighted scoring table. Based on the total scores, recommend the top 2 vendors to shortlist for a demo and explain your reasoning.
Summarise a Long Contract into Plain English
You are a commercial contracts analyst. I have a vendor or client contract that is too lengthy to read in full. Here is the full text or key clauses: [CONTRACT_TEXT]. Summarise it in plain English. Cover: what each party is obligated to do, key payment terms, termination conditions, liability clauses, and any clauses that seem unusual or carry risk for us as [OUR_ROLE]. Limit the summary to one page.
Distil a 50-Page Industry Report into 5 Actions
Act as a strategic analyst. I have a lengthy industry report on [INDUSTRY_TOPIC]. Here are the key sections or data points: [REPORT_CONTENT]. Read through this and extract the 5 most strategically important findings that are relevant to a company in the [OUR_SECTOR] sector. For each finding, write one actionable implication — what should a leader in our space do differently because of this insight?