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Rivac AI Labs
Marketing, Content & Social Media

Private Domain Operator

Private-domain traffic, customers moved from public platforms into owned WeCom groups, mini-programs, and personal accounts, is core to how Chinese enterprises retain and monetize an audience long after the initial ad click. This service designs the funnel that moves customers into private-traffic channels and builds the community, tagging, and re-engagement mechanics that keep them active and buying inside that ecosystem. It's for brands operating in China that need a durable, owned relationship with customers rather than repeatedly paying to reacquire the same audience on public platforms.

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 customer touchpoints and where private-domain capture is currently leaking

  2. 2

    Pilot a private-traffic funnel (WeCom group, mini-program) with a defined customer segment

  3. 3

    Review engagement, retention, and repeat-purchase data from the pilot group

  4. 4

    Operate ongoing private-domain community management and re-engagement campaigns

What You Get

Deliverables from this engagement

  • A designed private-domain acquisition funnel
  • Configured WeCom groups and mini-programs with tagging and segmentation
  • A pilot cohort with retention and conversion data
  • An ongoing community management and re-engagement campaign calendar

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

Funnel Mapping

  • Client Audience and Goal Brief
  • Manual Public to Private Funnel Mapping
  • WeCom Group Setup

Community Operations

  • Community Manager Runs Onboarding Flow
  • Manual Tagging and Segmentation
  • Client Review and Sign Off

Engagement and Retention

  • Manual Re Engagement Messaging
  • Group Activity Monitoring
  • Weekly Retention Report
  • Next Campaign Backlog

Minimal Tooling

  • Shared Spreadsheet Tracker
  • Free WeCom Group Tool

Cloud-Native / Managed Services Architecture

Ingestion Layer

  • WeCom API Connector
  • Mini Program Behavior Tracking Service
  • Public Platform Lead Feed

Processing Layer

  • Managed Workflow Engine
  • Customer Tagging and Segmentation Service
  • Community Manager Review Queue

Storage Layer

  • Customer Tag and Profile Library
  • Cloud Data Warehouse
  • Message Template Repository

Presentation Layer

  • Managed Retention Dashboard
  • Client Reporting Portal
  • Automated Churn Risk Alert

Event-Driven & Automation-First Architecture

Triggers

  • New Lead Capture Trigger
  • Mini Program Purchase Webhook
  • Group Inactivity Threshold Breach

Automation Pipeline

  • Automation Queue
  • Workflow Orchestrator
  • Re Engagement Message Worker

Human Checkpoint

  • Community Manager Approval Step
  • Revision Loop

Delivery

  • Automated Message Send Action
  • Engagement and Purchase Tracking Event
  • Slack Notification
  • Customer Tag Library Update

Enterprise-Grade & Compliance-Ready Architecture

Governance

  • Data Privacy and Consent Guidelines
  • Messaging Compliance Review Gate
  • Role Based Access Control

Secure Processing

  • Encrypted Customer Data Pipeline
  • Community Manager Approval with Audit Trail
  • Tag Access with Access Logging

Redundant Infrastructure

  • Primary WeCom Instance
  • Backup WeCom Access
  • Automated Customer Data Backup Store

Audit and Reporting

  • Immutable Consent and Message Log
  • Compliance Reporting Dashboard
  • Executive Sign Off

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

Data and Signal Layer

  • Customer Tag and Behavior Corpus
  • Historical Re Engagement Performance Data
  • Real Time Purchase Signals

AI Generation Layer

  • LLM Message Personalization Engine
  • AI Generated Re Engagement Message Draft
  • Confidence and Churn Risk Scoring

Human Approval Gate

  • Community Manager Reviews Draft
  • Edits and Feedback Captured

Publish and Learn

  • Approved Message Send Action
  • Engagement and Retention Capture
  • Feedback Loop into Model Tuning
  • Rejected Draft Returned to AI

Integration-Heavy / Ecosystem-Connected Architecture

Client Systems of Record

  • Client CRM
  • Client Order Management System
  • Client Data Warehouse

Integration Layer

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

Content Operations

  • WeCom Group Tracker
  • Community Manager Workflow
  • Customer Tag and Profile 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 Private Domain Operator

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

Questions? Book a free call