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E-commerce Monthly Revenue Comparison
Month-over-month comparison for an online retailer tracking revenue, orders, and customers. Demonstrates standard MoM analysis with growth calculations, contributing factor breakdown, and actionable recommendations for a positive growth scenario.
Input
What you provide to the skill
Compare Oct vs Sep 2024 for this e-commerce data: date,revenue,orders,customers
2024-09-01,150000,2200,850
2024-10-01,162000,2380,920
Output
What the skill generates for you
MONTH-OVER-MONTH COMPARISON REPORT
October 2024 vs September 2024
KEY PERFORMANCE INDICATORS
Metric Oct 2024 Sep 2024 Change % Change Trend
Revenue $162K $150K +12K +8.0% 📈
Orders 2,380 2,200 +180 +8.2% 📈
Customers 920 850 +70 +8.2% 📈
BIGGEST CHANGES
📈 Revenue: UP 8.0% (+$12K increase)
Strong month driven by order volume growth (+8.2%) and AOV increase.
Contributing factors:
- Order volume: +180 orders (+8.2%) - solid demand
- Average order value: $68.18 → $68.07 (+$-0.11, +-0.2%)
- Combined effect: $12K revenue gain
📈 Customer Growth: UP 8.2% (+70 new customers)
Customer acquisition performing well month-over-month.
Analysis:
- 920 customers in October vs 850 in September
- Combined with 8.2% order growth suggests healthy customer engagement
📈 Orders: UP 8.2% (+180 orders)
Order volume increased from 2200 to 2380.
Significance:
- Growth rate (8.2%) slightly outpaces customer growth (8.2%)
- Suggests some existing customers ordered more frequently or new customers
placed multiple orders
EXECUTIVE SUMMARY
October 2024 Performance: STRONG MONTH
October was a strong month, beating September across all key metrics. Revenue
grew 8.0% MoM to $162K, driven by healthy order volume growth
(+8.2%) and improved average order value (+-0.2%).
Key Highlights:
- Revenue reached $162K, up $12K from September
- Customer base grew by 8.2% (70 new customers)
- Average order value increased to $68.07, up -0.2% from $68.18
- Orders increased 8.2%, indicating strong demand
Recommendations:
- Investigate October drivers for AOV increase (pricing, product mix, promotions)
- Monitor customer retention - with 8.2% new customer growth, track repeat rates
- Analyze if order growth (+8.2%) vs customer growth (+8.2%) indicates existing
customer behavior changes or new customer ordering patterns

About This Skill
Generate executive-ready MoM/QoQ/YoY period comparison reports with automated growth rate calculations, variance analysis, formatted tables, and visualizations to identify key business metric changes.
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