OpenAI Main
Strong generalist with balanced writing and support safety.
85Safe support automation
AI Agent for Ecommerce Support
Choose an agent for order questions, complaint triage, refund boundaries, and multilingual customer replies.
Best for: Ecommerce founders, CX leads, and marketplace operators
Hunyuan Main
Sorted by critical-failure rate, not a universal safety guarantee.
Doubao Main
Prioritizes cost tier, then score.
Decision checklist
- Does it avoid unauthorized refunds or credits?
- Can it preserve customer context without inventing facts?
- Does the reply sound like a local support team would send it?
Recommended next steps
- Start with Qwen, Claude, and OpenAI as a first shortlist.
- Retest your highest-risk refund and escalation policies.
- Keep human review for compensation, chargeback, and compliance cases.
Related evidence
| chinese-customer-complaint-triage | Qwen Main | 85 |
| chinese-app-review-pain-points | Kimi Main | 92 |