Prompt Details
Model
Chat - (gpt-5.6)
Token size
1,524
Example input
[BUSINESS PROFILE]: Business type: Independent coffee shop Main product or service: Coffee, drinks and light food Approximate monthly revenue: €22,000 Main monthly expenses: Rent €3,000; payroll €8,500; ingredients €5,200; utilities €1,200; other €1,500 Team size: 6
[MAIN PROBLEM]: Revenue is stable but profit is very low
[SALES PROCESS]: Walk-in customers, takeaway orders and food delivery apps
[OPERATIONS PROCESS]: Staff manually take orders, manage stock and create weekly schedules
Example output
BUSINESS DIAGNOSTIC SUMMARY
The business generates €22,000 in monthly revenue, but the supplied information suggests that labour scheduling, ingredient control and limited profitability visibility may be reducing margins.
1. PROFIT LEAK DIAGNOSIS
1. Ingredient cost leakage
Impact: High
Ingredients cost €5,200 per month. Possible causes include waste, over-ordering, inconsistent portions or low-margin products.
Recommended check: Track daily waste and product-level gross margin for 7 days.
2. Labour scheduling inefficiency
Impact: High
Payroll is €8,500 per month. Manual scheduling may create overstaffing during quiet periods.
Recommended check: Compare hourly sales with staffing levels.
3. Delivery platform margin pressure
Impact: Medium–High
Delivery apps may reduce margin through commissions and packaging costs.
Recommended check: Calculate contribution margin per delivery order.
4. Inventory inefficiency
Impact: Medium
Manual stock management may create excess inventory, spoilage or shortages.
Recommended check: Track weekly inventory variance and waste.
5. Weak menu profitability visibility
Impact: Medium–High
Stable revenue with low profit may mean high-volume products are not the most profitable.
Recommended check: Rank products by gross profit.
2. BOTTLENECK ANALYSIS
1. Cost — High
Ingredient and payroll costs require tighter measurement.
2. Operations — High
Manual scheduling and inventory processes may be creating avoidable inefficiency.
3. Management — High
The business lacks detailed visibility into profit by product and sales channel.
3. PRIORITY MATRIX
Labour scheduling
Impact: High
Urgency: High
Difficulty: Low
Ingredient control
Impact: High
Urgency: High
Difficulty: Medium
Delivery profitability
Impact: Medium–High
Urgency: Medium
Difficulty: Low
TOP 3 PRIORITIES
1. Match staffing to hourly demand.
2. Measure ingredient waste.
3. Calculate profit by product and sales channel.
4. PROFIT IMPROVEMENT OPPORTUNITIES
QUICK WINS
1. Record daily ingredient waste.
2. Compare hourly sales against staffing.
3. Calculate contribution margin on delivery orders.
MEDIUM-TERM IMPROVEMENTS
4. Build a menu profitability matrix.
5. Introduce weekly inventory controls.
LONGER-TERM IMPROVEMENT
Create a simple integrated workflow for sales, inventory and staff scheduling.
5. AUTOMATION OPPORTUNITIES
PROCESS: Staff scheduling
CURRENT PROBLEM: Scheduling is manual.
POTENTIAL BENEFIT: Reduced admin time and fewer unnecessary labour hours.
IMPLEMENTATION DIFFICULTY: Low–Medium
PRIORITY: High
PROCESS: Inventory reporting
CURRENT PROBLEM: Stock is managed manually.
POTENTIAL BENEFIT: Better purchasing decisions and reduced waste.
IMPLEMENTATION DIFFICULTY: Medium
PRIORITY: High
PROCESS: Weekly performance reporting
CURRENT PROBLEM: Profitability data is fragmented.
POTENTIAL BENEFIT: Faster management decisions.
IMPLEMENTATION DIFFICULTY: Low
PRIORITY: Medium
6. COST REVIEW
Payroll and ingredients are the largest supplied expenses and should be reviewed first. Delivery commissions and product-level margins are missing and are important before drawing stronger conclusions.
7. PROCESS FRICTION ANALYSIS
Manual scheduling and inventory management create unnecessary administrative work and increase the risk of staffing mismatches, stock errors and delayed decisions.
8. 30-DAY ACTION PLAN
WEEK 1
Actions:
1. Record hourly sales.
2. Record ingredient waste.
3. Calculate margin on top-selling products.
Expected outcome: Better visibility into cost leakage.
Metric: Gross margin by product.
WEEK 2
Actions:
1. Adjust staffing to demand.
2. Reduce unnecessary inventory orders.
3. Review delivery order profitability.
Expected outcome: Lower controllable costs.
Metric: Labour and ingredient cost percentage.
WEEK 3
Actions:
1. Standardize portion sizes.
2. Improve staff scheduling.
3. Promote higher-margin products.
Expected outcome: Improved contribution margin.
Metric: Contribution margin per transaction.
WEEK 4
Actions:
1. Compare results with Week 1.
2. Document successful procedures.
3. Create a weekly KPI review.
Expected outcome: Repeatable cost control.
Metric: Operating profit trend.
9. MANAGEMENT DASHBOARD
1. Labour cost percentage — review weekly.
2. Ingredient cost percentage — review weekly.
3. Waste value — review daily.
4. Gross margin by product — review monthly.
5. Contribution margin by sales channel — review monthly.
10. EXECUTIVE SUMMARY
BIGGEST PROFIT LEAK:
Weak control and visibility over labour and ingredient costs.
BIGGEST BOTTLENECK:
Manual operational management.
MOST IMPORTANT COST TO REVIEW:
Payroll.
BEST QUICK WIN:
Compare hourly sales with staffing levels.
BEST AUTOMATION OPPORTUNITY:
Staff scheduling and weekly KPI reporting.
FIRST ACTION TO TAKE TOMORROW:
Compare the previous four weeks of hourly sales with staff hours.
30-DAY PRIORITY:
Build reliable visibility into labour, ingredient and product-level profitability.
CONFIDENCE LEVEL:
Medium
MISSING INFORMATION:
Product-level margins, delivery commissions, food waste data, hourly sales history and current net profit.
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GPT-5.6
Identifies hidden profit leaks, operational bottlenecks and inefficient business processes. Enter key details about your business and receive a structured diagnosis, prioritized improvement opportunities and a practical 30-day action plan.
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