Operations
Beginner
16 min
Customer service for a small team — replies, patterns and the escalation line
The problem
You answer the same eight questions every week. Replies are slow because you are doing other things. Angry customers wait longest because you avoid opening those messages.
The workflow
1Write the policies
2Collect voice samples
3Draft replies
4Cluster monthly
5Find the operational cause
6Fix it
7Update the FAQ
★Review escalations
What you need
142 complaints over two months, kitchenware D2C. Fields: date, product, complaint text, delivery pincode, courier.
The tool
Any assistant, with voice samples and your policies
The prompt
Subscribers. The full prompt is part of the SMEMinds AI Playbook. See plans.
What comes back
1. CLUSTERS BY CAUSE — Delivered damaged (48) · Late delivery (31) · Product not as expected (24) · Wrong item (14) · Product fault (12) · Other (13).
Verify before you use it
Human review required. Check every line below before this leaves your screen.
- Check the packaging-type question before switching couriers. Acting on the wrong branch of the hypothesis is the expensive mistake here.
- Verify the courier share figure of 34%. The whole finding depends on the comparison between share of shipments and share of complaints.
- Confirm identifiers were stripped. Complaint exports contain names, addresses and phone numbers.
- The 'not as expected' cluster belongs in your listing review, not your service review. Route it there rather than answering it 24 more times.