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Rivac AI Labs
Marketing, Content & Social Media

China E-Commerce Operator

Running e-commerce across Taobao, Tmall, and Pinduoduo simultaneously means managing three different buyer psychologies, fee structures, and promotional calendars at once, plus live-commerce execution that behaves nothing like static listings. This service sets up and operates storefronts across these platforms, coordinating promotions, pricing, and live-selling events so they reinforce each other instead of cannibalizing sales. It's for brands entering or scaling in the Chinese e-commerce market who need operational execution across multiple storefronts, not just a strategy deck.

This is a capability we deliver for you as a service, not a role we’re hiring for.

How We’d Approach This

A clear, staged plan, not a black box

These are the service-specific steps inside our six-step process.

  1. 1

    Diagnose current storefront setup, pricing, and platform fit across Taobao, Tmall, and Pinduoduo

  2. 2

    Pilot a coordinated promotion or live-commerce event on one platform before rolling out to all three

  3. 3

    Review sales, conversion, and cost-per-acquisition data from the pilot

  4. 4

    Operate ongoing multi-platform storefront management and a shared promotional calendar

What You Get

Deliverables from this engagement

  • Configured and optimized storefronts across target platforms
  • A cross-platform pricing and promotion calendar
  • A piloted live-commerce event with performance data
  • Ongoing storefront operations and monthly sales reporting

Six Ways We Could Architect This

Different engagement, different build, pick the shape that fits

There’s more than one way to deliver on this service. Browse a few of the ways we’d structure the work, depending on your speed, budget, and integration needs.

Read all 6 architectures as text

Lean Fast-Start Architecture

Storefront Setup

  • Client Product and Pricing Brief
  • Manual Storefront Setup on Taobao Tmall and Pinduoduo
  • Initial Listing Shortlist

Listing and Promotion Operations

  • Store Operator Manages Listings and Pricing
  • Manual Promotion Calendar
  • Client Review and Sign Off

Live Sales and Fulfillment

  • Manual Livestream Event Setup
  • Order and Inventory Monitoring
  • Weekly Sales Report
  • Next Promotion Backlog

Minimal Tooling

  • Shared Spreadsheet Tracker
  • Free Marketplace Seller Dashboard

Cloud-Native / Managed Services Architecture

Ingestion Layer

  • Taobao Tmall and Pinduoduo API Connector
  • Order and Inventory Sync Service
  • Livestream Platform Feed

Processing Layer

  • Managed Workflow Engine
  • Pricing and Promotion Enrichment Service
  • Store Operator Review Queue

Storage Layer

  • Product Listing Library
  • Cloud Data Warehouse
  • Order and Fulfillment Repository

Presentation Layer

  • Managed Sales Dashboard
  • Client Reporting Portal
  • Automated Stock Out Alert

Event-Driven & Automation-First Architecture

Triggers

  • Scheduled Promotion Trigger
  • Order Placed Webhook
  • Inventory Threshold Breach

Automation Pipeline

  • Automation Queue
  • Workflow Orchestrator
  • Listing Update Worker

Human Checkpoint

  • Store Operator Approval Step
  • Revision Loop

Delivery

  • Automated Listing Push
  • Sales and Conversion Tracking Event
  • Slack Notification
  • Product Listing Library Update

Enterprise-Grade & Compliance-Ready Architecture

Governance

  • Marketplace Policy and Legal Guidelines
  • Pricing Compliance Review Gate
  • Role Based Access Control

Secure Processing

  • Encrypted Order Processing Pipeline
  • Store Operator Approval with Audit Trail
  • Payment Reconciliation with Access Logging

Redundant Infrastructure

  • Primary Storefront Region
  • Failover Storefront Access
  • Automated Data Backup Store

Audit and Reporting

  • Immutable Transaction Log
  • Compliance Reporting Dashboard
  • Executive Sign Off

AI-Augmented, Human-in-the-Loop Architecture

Data and Signal Layer

  • Historical Sales and Pricing Data
  • Competitor Listing Corpus
  • Live Buyer Behavior Signals

AI Generation Layer

  • LLM Pricing and Promotion Engine
  • AI Generated Promotion and Listing Draft
  • Confidence and Margin Risk Scoring

Human Approval Gate

  • Store Operator Reviews Draft
  • Edits and Feedback Captured

Publish and Learn

  • Approved Listing Push
  • Sales and Conversion Capture
  • Feedback Loop into Model Tuning
  • Rejected Draft Returned to AI

Integration-Heavy / Ecosystem-Connected Architecture

Client Systems of Record

  • Client ERP
  • Client Inventory Management System
  • Client Data Warehouse

Integration Layer

  • Two Way Sync Middleware
  • API Gateway
  • Identity and Access Sync

Content Operations

  • Marketplace Storefront Tracker
  • Store Operator Workflow
  • Product Listing Library

Shared Reporting

  • Unified BI Dashboard
  • Slack and Email Notifications
  • Executive Scorecard

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Ready to get started?

Tell us what you’re trying to get done and we’ll help you find the highest-leverage place to start, scoped small enough to prove itself before you commit to anything bigger.

Talk to us about China E-Commerce Operator

Most engagements like this start as a $500–$2,500 pilot, see full pricing.

Questions? Book a free call