Introduction
Baidu just rolled out a significant upgrade to its Merchant Agent (商家智能体) platform: human handoff with real-time customer service contact integration.
For international brands advertising on Baidu, this changes the game. Your AI agent can now handle initial customer conversations, and when things get complex — pricing negotiations, technical questions, complaints — it seamlessly transfers to a human agent with live contact details.
Let's break down what this means and why it matters for overseas advertisers.
What Is the Merchant Agent?
The Merchant Agent is Baidu's AI-powered conversational assistant that lives inside your Baidu ads and organic listings. It:
- Answers customer questions in real-time
- Provides product/service information
- Guides users through the purchase journey
- Collects leads and contact information
Think of it as a 24/7 AI sales representative that speaks Chinese and knows your business inside out.
What's New: Human Handoff + Live Contact
The June 4 update adds two critical capabilities:
1. Intelligent Human Handoff
The AI can now detect when a conversation needs human intervention. It triggers automatically when:
- User explicitly asks: for a human ("转人工客服" / "找客服经理")
- Complex inquiries — custom pricing, technical specifications, legal/compliance questions
- Negative sentiment — the AI detects frustration or dissatisfaction
- Conversation loops — the same question asked multiple times without resolution
- High-value leads — when a user shows strong purchase intent or enters deep inquiry stage
Once triggered, the system doesn't just say "please call us." It embeds actionable contact options directly in the chat window — clickable phone numbers, live chat links, WeChat QR codes.
2. Real-Time Contact Integration
The contact information pulled is always live and current. You configure your customer service channels in the Baidu backend:
- 400/800 toll-free numbers
- Online chat system integration links
- Enterprise WeChat customer service QR codes
- Dedicated sales rep contact cards
When the handoff happens, the user gets a one-click connection to the right channel — no copy-pasting phone numbers, no switching apps.
Before vs After: Merchant Agent Capabilities
| Capability | Before (Pre-June 4) | After (June 4 Update) |
|---|---|---|
| Human handoff | Not available | AI detects and triggers automatically |
| Contact integration | Manual phone number display | One-click embedded contact options |
| Trigger rules | N/A | Configurable by keyword, sentiment, lead value |
| Handoff context | User must repeat information | Conversation history passed to human agent |
| After-hours handling | No coverage | AI-only mode with follow-up promise |
Why This Matters for International Advertisers
The Language Barrier Problem
Let's be honest: most international brands don't have Chinese-speaking staff available 24/7. The Merchant Agent handles Chinese conversations automatically, but previously, when a human was needed, the experience broke down.
Now, you can configure the handoff to:
- Route to your Chinese-speaking partner agency during business hours
- Use AI-only mode outside business hours with a promise to follow up
- Integrate with multilingual chat platforms if you have them
B2B Lead Quality
For B2B advertisers, this is particularly valuable. When someone asks about bulk pricing, custom solutions, or partnership terms, the AI now knows to hand off to a human rather than giving a generic answer. This means:
- Higher quality leads — only genuinely interested prospects reach your team
- Better conversion rates — human touch at the critical decision point
- Reduced wasted time — AI filters out casual inquiries
24/7 Coverage with Human Escalation
You get the best of both worlds:
- AI handles 80% of routine questions instantly
- Human agents handle the 20% that matter most
- No lead is lost due to off-hours inquiries
How to Set It Up
If you already have a Merchant Agent account on Baidu:
- Configure contact channels — Add your 400 number, chat links, or WeChat QR in the Merchant Agent backend
- Set trigger rules (optional but recommended) — Define keywords like "退款" (refund), "投诉" (complaint), "技术问题" (technical issue) that auto-trigger handoff
- Customize handoff message — Set what the AI says before transferring, e.g., "为了更好地为您服务，我已为您接通人工客服" (To better serve you, I've connected you with a human agent)
- Test the flow — Run through scenarios to ensure the handoff feels smooth
The Catch for International Brands
Additionally, setting up and optimizing the Merchant Agent still requires a Chinese business entity and Baidu advertising account. If you don't have these, BPP can help you get started.
How BPP Helps
At Baidu PPC Pro, we help international brands:
- Set up Merchant Agent: from scratch — including AI training data in Chinese
- Configure handoff rules — optimized for your industry and business hours
- Integrate contact channels — connecting your existing customer service infrastructure
- Monitor and optimize — tracking conversation quality and handoff success rates
- Bridge the language gap — our team can serve as the human handoff layer for your Chinese customers
🎯 Key Takeaways
- Baidu's Merchant Agent now supports intelligent human handoff with live contact integration
- AI detects when to escalate: complex questions, negative sentiment, high-value leads
- Contact options are embedded directly in the chat — one-click connection
- Chinese language capability is still required for the human handoff team
- Best suited for B2B advertisers and brands with Chinese-speaking support partners
- BPP can set up and manage the entire Merchant Agent + handoff workflow
Ready to set up Baidu's Merchant Agent with human handoff for your brand?
Talk to the BPP team. We'll walk you through the setup, optimize the handoff rules, and ensure your Chinese customers get the best possible experience — from first click to closed deal.
Ready to Set Up Baidu's Merchant Agent?
Talk to the BPP team. We'll walk you through the setup, optimize the handoff rules, and ensure your Chinese customers get the best possible experience — from first click to closed deal.
Contact BPP →