Small businesses juggle WhatsApp, Instagram DMs, emails, and Google Reviews across multiple apps. Customers expect instant responses 24/7, but hiring staff for round-the-clock coverage is expensive.
This use case consolidates all customer touchpoints into a single AI-powered inbox that responds intelligently on your behalf.
What It Does
- Unified inbox: WhatsApp Business, Instagram DMs, Gmail, and Google Reviews in one place
- AI auto-responses: Handles FAQs, appointment requests, and common inquiries automatically
- Human handoff: Escalates complex issues or flags them for review
- Test mode: Demo the system to clients without affecting real customers
- Business context: Trained on your services, pricing, and policies
Real Business Example
At Futurist Systems, we deploy this for local service businesses (restaurants, clinics, salons). One restaurant reduced response time from 4+ hours to under 2 minutes, handling 80% of inquiries automatically.
Skills You Need
- WhatsApp Business API integration
- Instagram Graph API (via Meta Business)
gogCLI for Gmail- Google Business Profile API for reviews
- Message routing logic in AGENTS.md
How to Set It Up
Connect channels via OpenClaw config:
- WhatsApp Business API (through 360dialog or official API)
- Instagram via Meta Business Suite
- Gmail via
gogOAuth - Google Business Profile API token
Create business knowledge base:
- Services and pricing
- Business hours and location
- FAQ responses
- Escalation triggers (e.g., complaints, refund requests)
Configure AGENTS.md with routing logic:
## Customer Service Mode
When receiving customer messages:
1. Identify channel (WhatsApp/Instagram/Email/Review)
2. Check if test mode is enabled for this client
3. Classify intent:
- FAQ → respond from knowledge base
- Appointment → check availability, confirm booking
- Complaint → flag for human review, acknowledge receipt
- Review → thank for feedback, address concerns
Response style:
- Friendly, professional, concise
- Match the customer's language (ES/EN/UA)
- Never invent information not in knowledge base
- Sign off with business name
Test mode:
- Prefix responses with [TEST]
- Log but don't send to real channels
- Set up heartbeat checks for response monitoring:
## Heartbeat: Customer Service Check
Every 30 minutes:
- Check for unanswered messages > 5 min old
- Alert if response queue is backing up
- Log daily response metrics
Key Insights
- Language detection matters: Auto-detect and respond in customer's language
- Test mode is essential: Clients need to see it work before going live
- Handoff rules: Define clear escalation triggers to avoid AI overreach
- Response templates: Pre-approved templates for sensitive topics (refunds, complaints)