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E-Commerce / FMCG NaturaCo (D2C FMCG, India) India 3 months

WhatsApp Commerce and Automation Platform for D2C Brand

NaturaCo, a D2C ayurvedic beauty brand with ₹8 crore monthly revenue, had 72% of their customer communication on WhatsApp — but managed via the standard app shared between 4 customer service agents with no CRM, no automation, and no order tracking.

74% (no agent needed)
Support query automation
4 hrs (from 4 days)
Returns processing time
41% (from 28%)
Repeat purchase rate
38% (from 6%)
Review collection rate
55% reduction
Customer service cost
₹1.2 crore (new channel)
Monthly WhatsApp revenue

The Challenge

NaturaCo, a D2C ayurvedic beauty brand with ₹8 crore monthly revenue, had 72% of their customer communication on WhatsApp — but managed via the standard app shared between 4 customer service agents with no CRM, no automation, and no order tracking. Returns processing took 4 days. Repeat purchase rate was 28% despite 4.7/5 product ratings. Support agent attrition was high due to repetitive queries.

Our Solution

Canny built a WhatsApp commerce and automation platform: AI chatbot for order status, returns, and product recommendations; automated post-purchase sequences for review collection and repeat purchase nudges; agent dashboard for complex query escalation; and Shopify integration for real-time order data.

Technical Architecture

Node.js backend on AWS Lambda

WhatsApp Business API via Gupshup BSP

GPT-4o for intent classification and personalised response generation

Shopify Storefront API for order and product data

PostgreSQL for conversation history and customer segments

React agent dashboard for conversation escalation management

Technologies Used

Node.jsAWS LambdaWhatsApp Business APIGPT-4oShopify APIPostgreSQLReact

Project Timeline

1

Chatbot and Shopify Integration

5 weeks
  • WhatsApp Business API setup via Gupshup
  • Shopify Storefront API integration for order status
  • Intent classification: order tracking, returns, product queries, human escalation
  • GPT-4o response generation with brand voice guidelines
  • Returns initiation workflow with automated courier booking
2

Post-Purchase Automation

4 weeks
  • Post-delivery review collection sequence (D+3, D+7)
  • Low-stock replenishment nudge (product-category based timing)
  • Cross-sell recommendation based on purchase history
  • Loyalty programme integration (points balance query)
  • Unsubscribe and preference management (TRAI compliant)
3

Agent Dashboard and Analytics

3 weeks
  • React agent dashboard with conversation history and context
  • Escalation routing with priority queue
  • Conversation analytics: automation rate, resolution time, CSAT
  • Campaign manager for broadcast messages (sale announcements)
  • Go-live and agent training

“The repeat purchase sequence is our highest-ROI feature. We send a personalised WhatsApp message 45 days after purchase — when the product is running low — and 41% of customers reorder. We built a ₹1.2 crore revenue channel from WhatsApp without adding a single person.”

— Ananya Krishnamurthy, Co-founder — NaturaCo

Long-Term Impact & ROI

NaturaCo's customer service team shrank from 4 to 2 agents while handling 3x more conversations. The repeat purchase automation generated ₹14.4 crore in incremental annual revenue. The platform became the template for 3 other D2C brands in NaturaCo's parent portfolio.

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