As an e-commerce operator, you’ve likely done this: exported order data to assess your business performance.
You open Excel, only to face thousands of rows of raw figures:
Buyer aliases, order IDs, timestamps
SKUs, regions, transaction amounts
Refunds, coupons, logistics status
What should be a strategic review feels more like chaotic reminiscing.
You see the data—but not the answers.
Now, imagine telling Bayelab: "Analyze my store’s 2024 order data."
It won’t just show you revenue—it’ll reveal your growth blueprint.
1. Auto-Cleaning, Structuring & Decoding—Turning Data Into Dialogue
Upload your order file (CSV/Excel), and Bayelab handles the rest:
Cleans null values, standardizes formats
Merges buyer IDs to flag repeat purchases
Categorizes SKUs: hits, slow-movers, seasonal trends
Quantifies how coupons, discounts, and refunds impact GMV
It even knows actual payment—not listed prices—defines real revenue.
2. One-Click Annual Report: Visual, Comprehensive, Actionable
Bayelab generates a structured analysis covering:
Store Performance
Annual orders, sales, and average spend trends
Monthly revenue shifts (with campaign spikes)
Return rates & high-risk product alerts
Product Insights
Top-selling SKUs and their contribution
Slow inventory turnover items
Seasonal strengths/weaknesses
Customer Behavior
Repeat buyer ratios and frequency
High-value buyer profiles (location, preferences, cycle)
New vs. returning customer spend (with charts)
Campaign ROI
Coupon-driven conversion rates
Spend differences during promotions
No pivot tables or formulas. Bayelab delivers charts + narratives + recommendations, like:
"Repeat buyers spend 28% more per order—consider enhancing loyalty incentives."
（The image is automatically generated by Bayeslab based on data.）
3. Export Year-End Reports—Polished & Pro, Effortlessly
Need to present findings? Bayelab exports:
Structured PDF reports
Detailed metric breakdowns
Or simply command:
"Prepare a version for my CEO."
It tailors content and tone—like a business-savvy assistant.
You Focus on Growth; Bayelab Handles the Insights
For sellers, analytics isn’t about spreadsheets—it’s a conversation with your market.
Between listings, logistics, and service, who has time to master data tools?
But you know: Understanding data is the key to scaling.
Bayelab is your analytics partner—decoding every order’s story the smart way.
Bayelab: Every Merchant’s Data Analyst
No coding. No modeling. No expensive hires.
Ask: "How did my 2024 sales perform?"
Bayelab replies: "You did well—but that missed opportunity in March? That’s your 2025 game-changer."