Low-Code Sales Analytics Agent for E-commerce Sellers

[kafanzi]

Self Checks

• I have searched for existing issues search for existing issues, including closed ones.
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• [FOR CHINESE USERS] 请务必使用英文提交 Issue，否则会被关闭。谢谢！:）
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1. Is this request related to a challenge you're experiencing? Tell me about your story.

What is the feature you'd like to see?

A profit-tracking AI Agent in Dify requiring zero coding:

Core Features

Component | Description -- | -- Product Templates | Predefine models with：- Base cost (e.g., "Phone Case V3": product_cost=￥12)- Formula rules (e.g., shipping_cost = base_shipping + ¥0.5 per item) Data Input | - Manual Entry: Form fields for daily sales (product model, quantity, actual shipping/promotion costs)- Batch Upload: CSV with headers matching templates Smart Calculation | Auto-execute profit formulas:profit = (sale_price - product_cost - shipping_cost - promotion_cost) * quantity ± adjustments Report Engine | Generate：- Daily snapshot (total profit, best/worst sellers)- Weekly PDF with trend charts- Monthly cost breakdown (product/shipping/promotion ratios)

UI Mockup Flow

[Product Template Setup] → [Daily Data Input] → [Auto-Calculation Log] → [Report Dashboard]

How will this improve your workflow?

• ⏱️ Save 10+ hours/week on data processing
• 📊 Enable real-time profit monitoring (e.g., "Today’s margin dropped 5% due to shipping fee spikes")
• 📈 Identify best/worst performers through auto-generated insights

Additional Context

• 🚫 No API needed: Prioritize manual input to avoid platform integration complexities
• 🔒 Data Privacy: Local storage or encrypted cloud backup required for order records
• 📱 Mobile-optimized input crucial for on-the-go sellers

Can you help with this feature?

• ✅ Beta Testing: I commit to testing Chinese/English versions with 100+ real transaction records
• 💡 Template Design: Can provide industry-standard cost calculation models

2. Additional context or comments

No response

3. Can you help us with this feature?

• I am interested in contributing to this feature.